WACV 2022 Open Access Repository

Papers

Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias: Sharat Agarwal,

Sumanyu Muku,

Saket Anand,

Chetan Arora; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Agarwal_2022_WACV, author = {Agarwal, Sharat and Muku, Sumanyu and Anand, Saket and Arora, Chetan}, title = {Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3298-3307} }
UNETR: Transformers for 3D Medical Image Segmentation: Ali Hatamizadeh,

Yucheng Tang,

Vishwesh Nath,

Dong Yang,

Andriy Myronenko,

Bennett Landman,

Holger R. Roth,

Daguang Xu; [pdf] [arXiv]
[bibtex]
@InProceedings{Hatamizadeh_2022_WACV, author = {Hatamizadeh, Ali and Tang, Yucheng and Nath, Vishwesh and Yang, Dong and Myronenko, Andriy and Landman, Bennett and Roth, Holger R. and Xu, Daguang}, title = {UNETR: Transformers for 3D Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {574-584} }
SIDE: Center-Based Stereo 3D Detector With Structure-Aware Instance Depth Estimation: Xidong Peng,

Xinge Zhu,

Tai Wang,

Yuexin Ma; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Peng_2022_WACV, author = {Peng, Xidong and Zhu, Xinge and Wang, Tai and Ma, Yuexin}, title = {SIDE: Center-Based Stereo 3D Detector With Structure-Aware Instance Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {119-128} }
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks: Vineeth S. Bhaskara,

Tristan Aumentado-Armstrong,

Allan D. Jepson,

Alex Levinshtein; [pdf] [supp]
[bibtex]
@InProceedings{Bhaskara_2022_WACV, author = {Bhaskara, Vineeth S. and Aumentado-Armstrong, Tristan and Jepson, Allan D. and Levinshtein, Alex}, title = {GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3821-3830} }
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning: Vibashan VS,

Domenick Poster,

Suya You,

Shuowen Hu,

Vishal M. Patel; [pdf]
[bibtex]
@InProceedings{VS_2022_WACV, author = {VS, Vibashan and Poster, Domenick and You, Suya and Hu, Shuowen and Patel, Vishal M.}, title = {Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1412-1423} }
Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation: Peipeng Chen,

Yuan Gao,

Andy J. Ma; [pdf]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Peipeng and Gao, Yuan and Ma, Andy J.}, title = {Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1259-1268} }
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis: Bruno Degardin,

João Neves,

Vasco Lopes,

João Brito,

Ehsan Yaghoubi,

Hugo Proença; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Degardin_2022_WACV, author = {Degardin, Bruno and Neves, Jo\~ao and Lopes, Vasco and Brito, Jo\~ao and Yaghoubi, Ehsan and Proen\c{c}a, Hugo}, title = {Generative Adversarial Graph Convolutional Networks for Human Action Synthesis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1150-1159} }
Non-Blind Deblurring for Fluorescence: A Deformable Latent Space Approach With Kernel Parameterization: Ziqiao Guan,

Esther H. R. Tsai,

Xiaojing Huang,

Kevin G. Yager,

Hong Qin; [pdf] [supp]
[bibtex]
@InProceedings{Guan_2022_WACV, author = {Guan, Ziqiao and Tsai, Esther H. R. and Huang, Xiaojing and Yager, Kevin G. and Qin, Hong}, title = {Non-Blind Deblurring for Fluorescence: A Deformable Latent Space Approach With Kernel Parameterization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {711-719} }
Few-Shot Open-Set Recognition of Hyperspectral Images With Outlier Calibration Network: Debabrata Pal,

Valay Bundele,

Renuka Sharma,

Biplab Banerjee,

Yogananda Jeppu; [pdf]
[bibtex]
@InProceedings{Pal_2022_WACV, author = {Pal, Debabrata and Bundele, Valay and Sharma, Renuka and Banerjee, Biplab and Jeppu, Yogananda}, title = {Few-Shot Open-Set Recognition of Hyperspectral Images With Outlier Calibration Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3801-3810} }
SBEVNet: End-to-End Deep Stereo Layout Estimation: Divam Gupta,

Wei Pu,

Trenton Tabor,

Jeff Schneider; [pdf] [arXiv]
[bibtex]
@InProceedings{Gupta_2022_WACV, author = {Gupta, Divam and Pu, Wei and Tabor, Trenton and Schneider, Jeff}, title = {SBEVNet: End-to-End Deep Stereo Layout Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {523-532} }
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling: Soufiane Belharbi,

Aydin Sarraf,

Marco Pedersoli,

Ismail Ben Ayed,

Luke McCaffrey,

Eric Granger; [pdf] [supp]
[bibtex]
@InProceedings{Belharbi_2022_WACV, author = {Belharbi, Soufiane and Sarraf, Aydin and Pedersoli, Marco and Ben Ayed, Ismail and McCaffrey, Luke and Granger, Eric}, title = {F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3490-3499} }
Auditing Saliency Cropping Algorithms: Abeba Birhane,

Vinay Uday Prabhu,

John Whaley; [pdf] [supp]
[bibtex]
@InProceedings{Birhane_2022_WACV, author = {Birhane, Abeba and Prabhu, Vinay Uday and Whaley, John}, title = {Auditing Saliency Cropping Algorithms}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4051-4059} }
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks: Matthew Inkawhich,

Nathan Inkawhich,

Eric Davis,

Hai Li,

Yiran Chen; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Inkawhich_2022_WACV, author = {Inkawhich, Matthew and Inkawhich, Nathan and Davis, Eric and Li, Hai and Chen, Yiran}, title = {The Untapped Potential of Off-the-Shelf Convolutional Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2818-2827} }
X-MIR: EXplainable Medical Image Retrieval: Brian Hu,

Bhavan Vasu,

Anthony Hoogs; [pdf] [supp]
[bibtex]
@InProceedings{Hu_2022_WACV, author = {Hu, Brian and Vasu, Bhavan and Hoogs, Anthony}, title = {X-MIR: EXplainable Medical Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {440-450} }
On the Effectiveness of Small Input Noise for Defending Against Query-Based Black-Box Attacks: Junyoung Byun,

Hyojun Go,

Changick Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Byun_2022_WACV, author = {Byun, Junyoung and Go, Hyojun and Kim, Changick}, title = {On the Effectiveness of Small Input Noise for Defending Against Query-Based Black-Box Attacks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3051-3060} }
A Fast Partial Video Copy Detection Using KNN and Global Feature Database: Weijun Tan,

Hongwei Guo,

Rushuai Liu; [pdf] [arXiv]
[bibtex]
@InProceedings{Tan_2022_WACV, author = {Tan, Weijun and Guo, Hongwei and Liu, Rushuai}, title = {A Fast Partial Video Copy Detection Using KNN and Global Feature Database}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2191-2199} }
Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling: Hao Sun,

Nick Pears,

Yajie Gu; [pdf]
[bibtex]
@InProceedings{Sun_2022_WACV, author = {Sun, Hao and Pears, Nick and Gu, Yajie}, title = {Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {157-166} }
Discrete Neural Representations for Explainable Anomaly Detection: Stanislaw Szymanowicz,

James Charles,

Roberto Cipolla; [pdf] [arXiv]
[bibtex]
@InProceedings{Szymanowicz_2022_WACV, author = {Szymanowicz, Stanislaw and Charles, James and Cipolla, Roberto}, title = {Discrete Neural Representations for Explainable Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {148-156} }
Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis: Nathan Drenkow,

Neil Fendley,

Philippe Burlina; [pdf] [arXiv]
[bibtex]
@InProceedings{Drenkow_2022_WACV, author = {Drenkow, Nathan and Fendley, Neil and Burlina, Philippe}, title = {Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {472-482} }
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation: Silvia Bucci,

Francesco Cappio Borlino,

Barbara Caputo,

Tatiana Tommasi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bucci_2022_WACV, author = {Bucci, Silvia and Borlino, Francesco Cappio and Caputo, Barbara and Tommasi, Tatiana}, title = {Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1119-1128} }
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos: Christian Schmidt,

Ali Athar,

Sabarinath Mahadevan,

Bastian Leibe; [pdf] [supp]
[bibtex]
@InProceedings{Schmidt_2022_WACV, author = {Schmidt, Christian and Athar, Ali and Mahadevan, Sabarinath and Leibe, Bastian}, title = {D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1200-1209} }
Multi-Motion and Appearance Self-Supervised Moving Object Detection: Fan Yang,

Srikrishna Karanam,

Meng Zheng,

Terrence Chen,

Haibin Ling,

Ziyan Wu; [pdf]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Fan and Karanam, Srikrishna and Zheng, Meng and Chen, Terrence and Ling, Haibin and Wu, Ziyan}, title = {Multi-Motion and Appearance Self-Supervised Moving Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2605-2614} }
CeyMo: See More on Roads - A Novel Benchmark Dataset for Road Marking Detection: Oshada Jayasinghe,

Sahan Hemachandra,

Damith Anhettigama,

Shenali Kariyawasam,

Ranga Rodrigo,

Peshala Jayasekara; [pdf]
[bibtex]
@InProceedings{Jayasinghe_2022_WACV, author = {Jayasinghe, Oshada and Hemachandra, Sahan and Anhettigama, Damith and Kariyawasam, Shenali and Rodrigo, Ranga and Jayasekara, Peshala}, title = {CeyMo: See More on Roads - A Novel Benchmark Dataset for Road Marking Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3104-3113} }
Pixel-Level Bijective Matching for Video Object Segmentation: Suhwan Cho,

Heansung Lee,

Minjung Kim,

Sungjun Jang,

Sangyoun Lee; [pdf] [arXiv]
[bibtex]
@InProceedings{Cho_2022_WACV, author = {Cho, Suhwan and Lee, Heansung and Kim, Minjung and Jang, Sungjun and Lee, Sangyoun}, title = {Pixel-Level Bijective Matching for Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {129-138} }
Unveiling Real-Life Effects of Online Photo Sharing: Van-Khoa Nguyen,

Adrian Popescu,

Jérôme Deshayes-Chossart; [pdf] [supp]
[bibtex]
@InProceedings{Nguyen_2022_WACV, author = {Nguyen, Van-Khoa and Popescu, Adrian and Deshayes-Chossart, J\'er\^ome}, title = {Unveiling Real-Life Effects of Online Photo Sharing}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2898-2908} }
HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning: Ashima Garg,

Shaurya Bagga,

Yashvardhan Singh,

Saket Anand; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Garg_2022_WACV, author = {Garg, Ashima and Bagga, Shaurya and Singh, Yashvardhan and Anand, Saket}, title = {HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1015-1024} }
Mobile Based Human Identification Using Forehead Creases: Application and Assessment Under COVID-19 Masked Face Scenarios: Rohit Bharadwaj,

Gaurav Jaswal,

Aditya Nigam,

Kamlesh Tiwari; [pdf]
[bibtex]
@InProceedings{Bharadwaj_2022_WACV, author = {Bharadwaj, Rohit and Jaswal, Gaurav and Nigam, Aditya and Tiwari, Kamlesh}, title = {Mobile Based Human Identification Using Forehead Creases: Application and Assessment Under COVID-19 Masked Face Scenarios}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3693-3701} }
Beyond Mono to Binaural: Generating Binaural Audio From Mono Audio With Depth and Cross Modal Attention: Kranti Kumar Parida,

Siddharth Srivastava,

Gaurav Sharma; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Parida_2022_WACV, author = {Parida, Kranti Kumar and Srivastava, Siddharth and Sharma, Gaurav}, title = {Beyond Mono to Binaural: Generating Binaural Audio From Mono Audio With Depth and Cross Modal Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3347-3356} }
Matching and Recovering 3D People From Multiple Views: Alejandro Perez-Yus,

Antonio Agudo; [pdf] [supp]
[bibtex]
@InProceedings{Perez-Yus_2022_WACV, author = {Perez-Yus, Alejandro and Agudo, Antonio}, title = {Matching and Recovering 3D People From Multiple Views}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3622-3631} }
Rethinking Video Anomaly Detection - A Continual Learning Approach: Keval Doshi,

Yasin Yilmaz; [pdf] [supp]
[bibtex]
@InProceedings{Doshi_2022_WACV, author = {Doshi, Keval and Yilmaz, Yasin}, title = {Rethinking Video Anomaly Detection - A Continual Learning Approach}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3961-3970} }
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation: Yuan-Hao Lee,

Fu-En Yang,

Yu-Chiang Frank Wang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Yuan-Hao and Yang, Fu-En and Wang, Yu-Chiang Frank}, title = {A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2170-2180} }
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation: Adriano Cardace,

Luca De Luigi,

Pierluigi Zama Ramirez,

Samuele Salti,

Luigi Di Stefano; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Cardace_2022_WACV, author = {Cardace, Adriano and De Luigi, Luca and Ramirez, Pierluigi Zama and Salti, Samuele and Di Stefano, Luigi}, title = {Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1129-1139} }
Training a Task-Specific Image Reconstruction Loss: Aamir Mustafa,

Aliaksei Mikhailiuk,

Dan Andrei Iliescu,

Varun Babbar,

Rafał K. Mantiuk; [pdf] [arXiv]
[bibtex]
@InProceedings{Mustafa_2022_WACV, author = {Mustafa, Aamir and Mikhailiuk, Aliaksei and Iliescu, Dan Andrei and Babbar, Varun and Mantiuk, Rafa{\l} K.}, title = {Training a Task-Specific Image Reconstruction Loss}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2319-2328} }
Learning to Weight Filter Groups for Robust Classification: Siyang Yuan,

Yitong Li,

Dong Wang,

Ke Bai,

Lawrence Carin,

David Carlson; [pdf] [supp]
[bibtex]
@InProceedings{Yuan_2022_WACV, author = {Yuan, Siyang and Li, Yitong and Wang, Dong and Bai, Ke and Carin, Lawrence and Carlson, David}, title = {Learning to Weight Filter Groups for Robust Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3041-3050} }
Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis: Xiaoyu Xiang,

Ding Liu,

Xiao Yang,

Yiheng Zhu,

Xiaohui Shen,

Jan P. Allebach; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Xiang_2022_WACV, author = {Xiang, Xiaoyu and Liu, Ding and Yang, Xiao and Zhu, Yiheng and Shen, Xiaohui and Allebach, Jan P.}, title = {Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1434-1444} }
Shadow Art Revisited: A Differentiable Rendering Based Approach: Kaustubh Sadekar,

Ashish Tiwari,

Shanmuganathan Raman; [pdf] [arXiv]
[bibtex]
@InProceedings{Sadekar_2022_WACV, author = {Sadekar, Kaustubh and Tiwari, Ashish and Raman, Shanmuganathan}, title = {Shadow Art Revisited: A Differentiable Rendering Based Approach}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {29-37} }
Occlusion Resistant Network for 3D Face Reconstruction: Hitika Tiwari,

Vinod K. Kurmi,

K.S. Venkatesh,

Yong-Sheng Chen; [pdf]
[bibtex]
@InProceedings{Tiwari_2022_WACV, author = {Tiwari, Hitika and Kurmi, Vinod K. and Venkatesh, K.S. and Chen, Yong-Sheng}, title = {Occlusion Resistant Network for 3D Face Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {813-822} }
Image Restoration by Deep Projected GSURE: Shady Abu-Hussein,

Tom Tirer,

Se Young Chun,

Yonina C. Eldar,

Raja Giryes; [pdf]
[bibtex]
@InProceedings{Abu-Hussein_2022_WACV, author = {Abu-Hussein, Shady and Tirer, Tom and Chun, Se Young and Eldar, Yonina C. and Giryes, Raja}, title = {Image Restoration by Deep Projected GSURE}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3602-3611} }
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection: Shraman Pramanick,

Aniket Roy,

Vishal M. Patel; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Pramanick_2022_WACV, author = {Pramanick, Shraman and Roy, Aniket and Patel, Vishal M.}, title = {Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3930-3940} }
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-Resolution: Andreas Lugmayr,

Martin Danelljan,

Fisher Yu,

Luc Van Gool,

Radu Timofte; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lugmayr_2022_WACV, author = {Lugmayr, Andreas and Danelljan, Martin and Yu, Fisher and Van Gool, Luc and Timofte, Radu}, title = {Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1756-1765} }
Towards Class-Oriented Poisoning Attacks Against Neural Networks: Bingyin Zhao,

Yingjie Lao; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhao_2022_WACV, author = {Zhao, Bingyin and Lao, Yingjie}, title = {Towards Class-Oriented Poisoning Attacks Against Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3741-3750} }
Transfer Learning for Pose Estimation of Illustrated Characters: Shuhong Chen,

Matthias Zwicker; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Shuhong and Zwicker, Matthias}, title = {Transfer Learning for Pose Estimation of Illustrated Characters}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {793-802} }
From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection: Hui Nie,

Ruiping Wang,

Xilin Chen; [pdf] [supp]
[bibtex]
@InProceedings{Nie_2022_WACV, author = {Nie, Hui and Wang, Ruiping and Chen, Xilin}, title = {From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1109-1118} }
Unsupervised Sounding Object Localization With Bottom-Up and Top-Down Attention: Jiayin Shi,

Chao Ma; [pdf]
[bibtex]
@InProceedings{Shi_2022_WACV, author = {Shi, Jiayin and Ma, Chao}, title = {Unsupervised Sounding Object Localization With Bottom-Up and Top-Down Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1737-1746} }
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation: Chin-Chia Tsai,

Tsung-Hsuan Wu,

Shang-Hong Lai; [pdf] [supp]
[bibtex]
@InProceedings{Tsai_2022_WACV, author = {Tsai, Chin-Chia and Wu, Tsung-Hsuan and Lai, Shang-Hong}, title = {Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3992-4000} }
Predicting Levels of Household Electricity Consumption in Low-Access Settings: Simone Fobi,

Joel Mugyenyi,

Nathaniel J. Williams,

Vijay Modi,

Jay Taneja; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Fobi_2022_WACV, author = {Fobi, Simone and Mugyenyi, Joel and Williams, Nathaniel J. and Modi, Vijay and Taneja, Jay}, title = {Predicting Levels of Household Electricity Consumption in Low-Access Settings}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3902-3911} }
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo: Berk Kaya,

Suryansh Kumar,

Francesco Sarno,

Vittorio Ferrari,

Luc Van Gool; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kaya_2022_WACV, author = {Kaya, Berk and Kumar, Suryansh and Sarno, Francesco and Ferrari, Vittorio and Van Gool, Luc}, title = {Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1965-1977} }
Post-OCR Paragraph Recognition by Graph Convolutional Networks: Renshen Wang,

Yasuhisa Fujii,

Ashok C. Popat; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Renshen and Fujii, Yasuhisa and Popat, Ashok C.}, title = {Post-OCR Paragraph Recognition by Graph Convolutional Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {493-502} }
PRECODE - A Generic Model Extension To Prevent Deep Gradient Leakage: Daniel Scheliga,

Patrick Mäder,

Marco Seeland; [pdf] [supp]
[bibtex]
@InProceedings{Scheliga_2022_WACV, author = {Scheliga, Daniel and M\"ader, Patrick and Seeland, Marco}, title = {PRECODE - A Generic Model Extension To Prevent Deep Gradient Leakage}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1849-1858} }
Evaluation of Correctness in Unsupervised Many-to-Many Image Translation: Dina Bashkirova,

Ben Usman,

Kate Saenko; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bashkirova_2022_WACV, author = {Bashkirova, Dina and Usman, Ben and Saenko, Kate}, title = {Evaluation of Correctness in Unsupervised Many-to-Many Image Translation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1776-1785} }
Discovering Underground Maps From Fashion: Utkarsh Mall,

Kavita Bala,

Tamara Berg,

Kristen Grauman; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mall_2022_WACV, author = {Mall, Utkarsh and Bala, Kavita and Berg, Tamara and Grauman, Kristen}, title = {Discovering Underground Maps From Fashion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3114-3123} }
Fast and Efficient Restoration of Extremely Dark Light Fields: Mohit Lamba,

Kaushik Mitra; [pdf] [supp]
[bibtex]
@InProceedings{Lamba_2022_WACV, author = {Lamba, Mohit and Mitra, Kaushik}, title = {Fast and Efficient Restoration of Extremely Dark Light Fields}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1361-1370} }
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation: Hankui Peng,

Angelica I. Aviles-Rivero,

Carola-Bibiane Schönlieb; [pdf] [supp]
[bibtex]
@InProceedings{Peng_2022_WACV, author = {Peng, Hankui and Aviles-Rivero, Angelica I. and Sch\"onlieb, Carola-Bibiane}, title = {HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {217-226} }
Approximate Neural Architecture Search via Operation Distribution Learning: Xingchen Wan,

Binxin Ru,

Pedro M. Esparança,

Fabio Maria Carlucci; [pdf] [supp]
[bibtex]
@InProceedings{Wan_2022_WACV, author = {Wan, Xingchen and Ru, Binxin and Esparan\c{c}a, Pedro M. and Carlucci, Fabio Maria}, title = {Approximate Neural Architecture Search via Operation Distribution Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2377-2386} }
Model Compression Using Optimal Transport: Suhas Lohit,

Michael Jones; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lohit_2022_WACV, author = {Lohit, Suhas and Jones, Michael}, title = {Model Compression Using Optimal Transport}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2764-2773} }
Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution: Zejiang Hou,

Sun-Yuan Kung; [pdf] [supp]
[bibtex]
@InProceedings{Hou_2022_WACV, author = {Hou, Zejiang and Kung, Sun-Yuan}, title = {Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {633-643} }
Disentangled Representation With Dual-Stage Feature Learning for Face Anti-Spoofing: Yu-Chun Wang,

Chien-Yi Wang,

Shang-Hong Lai; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Yu-Chun and Wang, Chien-Yi and Lai, Shang-Hong}, title = {Disentangled Representation With Dual-Stage Feature Learning for Face Anti-Spoofing}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1955-1964} }
On the Maximum Radius of Polynomial Lens Distortion: Matthew J. Leotta,

David Russell,

Andrew Matrai; [pdf]
[bibtex]
@InProceedings{Leotta_2022_WACV, author = {Leotta, Matthew J. and Russell, David and Matrai, Andrew}, title = {On the Maximum Radius of Polynomial Lens Distortion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {402-410} }
Generative Adversarial Attack on Ensemble Clustering: Chetan Kumar,

Deepak Kumar,

Ming Shao; [pdf]
[bibtex]
@InProceedings{Kumar_2022_WACV, author = {Kumar, Chetan and Kumar, Deepak and Shao, Ming}, title = {Generative Adversarial Attack on Ensemble Clustering}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2848-2857} }
The Hitchhiker's Guide to Prior-Shift Adaptation: Tomáš Šipka,

Milan Šulc,

Jiří Matas; [pdf]
[bibtex]
@InProceedings{Sipka_2022_WACV, author = {\v{S}ipka, Tom\'a\v{s} and \v{S}ulc, Milan and Matas, Ji\v{r}{\'\i}}, title = {The Hitchhiker's Guide to Prior-Shift Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1516-1524} }
Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning: Zehua Zhang,

David Crandall; [pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Zehua and Crandall, David}, title = {Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3235-3245} }
Latent to Latent: A Learned Mapper for Identity Preserving Editing of Multiple Face Attributes in StyleGAN-Generated Images: Siavash Khodadadeh,

Shabnam Ghadar,

Saeid Motiian,

Wei-An Lin,

Ladislau Bölöni,

Ratheesh Kalarot; [pdf] [supp]
[bibtex]
@InProceedings{Khodadadeh_2022_WACV, author = {Khodadadeh, Siavash and Ghadar, Shabnam and Motiian, Saeid and Lin, Wei-An and B\"ol\"oni, Ladislau and Kalarot, Ratheesh}, title = {Latent to Latent: A Learned Mapper for Identity Preserving Editing of Multiple Face Attributes in StyleGAN-Generated Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3184-3192} }
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation: John Yang,

Yash Bhalgat,

Simyung Chang,

Fatih Porikli,

Nojun Kwak; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, John and Bhalgat, Yash and Chang, Simyung and Porikli, Fatih and Kwak, Nojun}, title = {Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1869-1879} }
Resource-Efficient Hybrid X-Formers for Vision: Pranav Jeevan,

Amit Sethi; [pdf]
[bibtex]
@InProceedings{Jeevan_2022_WACV, author = {Jeevan, Pranav and Sethi, Amit}, title = {Resource-Efficient Hybrid X-Formers for Vision}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2982-2990} }
Quantified Facial Expressiveness for Affective Behavior Analytics: Md Taufeeq Uddin,

Shaun Canavan; [pdf] [arXiv]
[bibtex]
@InProceedings{Uddin_2022_WACV, author = {Uddin, Md Taufeeq and Canavan, Shaun}, title = {Quantified Facial Expressiveness for Affective Behavior Analytics}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {985-994} }
FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization: Zirui Xu,

Fuxun Yu,

Chenxi Liu,

Zhe Wu,

Hongcheng Wang,

Xiang Chen; [pdf]
[bibtex]
@InProceedings{Xu_2022_WACV, author = {Xu, Zirui and Yu, Fuxun and Liu, Chenxi and Wu, Zhe and Wang, Hongcheng and Chen, Xiang}, title = {FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {350-360} }
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy: Izabela Horvath,

Johannes Paetzold,

Oliver Schoppe,

Rami Al-Maskari,

Ivan Ezhov,

Suprosanna Shit,

Hongwei Li,

Ali Ertürk,

Bjoern Menze; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Horvath_2022_WACV, author = {Horvath, Izabela and Paetzold, Johannes and Schoppe, Oliver and Al-Maskari, Rami and Ezhov, Ivan and Shit, Suprosanna and Li, Hongwei and Ert\"urk, Ali and Menze, Bjoern}, title = {METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {227-237} }
MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts: Mohammad Emad,

Maurice Peemen,

Henk Corporaal; [pdf] [supp]
[bibtex]
@InProceedings{Emad_2022_WACV, author = {Emad, Mohammad and Peemen, Maurice and Corporaal, Henk}, title = {MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3408-3417} }
Spatial-Temporal Transformer for 3D Point Cloud Sequences: Yimin Wei,

Hao Liu,

Tingting Xie,

Qiuhong Ke,

Yulan Guo; [pdf] [arXiv]
[bibtex]
@InProceedings{Wei_2022_WACV, author = {Wei, Yimin and Liu, Hao and Xie, Tingting and Ke, Qiuhong and Guo, Yulan}, title = {Spatial-Temporal Transformer for 3D Point Cloud Sequences}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1171-1180} }
LwPosr: Lightweight Efficient Fine Grained Head Pose Estimation: Naina Dhingra; [pdf] [supp]
[bibtex]
@InProceedings{Dhingra_2022_WACV, author = {Dhingra, Naina}, title = {LwPosr: Lightweight Efficient Fine Grained Head Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1495-1505} }
Extractive Knowledge Distillation: Takumi Kobayashi; [pdf]
[bibtex]
@InProceedings{Kobayashi_2022_WACV, author = {Kobayashi, Takumi}, title = {Extractive Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3511-3520} }
Hessian-Aware Pruning and Optimal Neural Implant: Shixing Yu,

Zhewei Yao,

Amir Gholami,

Zhen Dong,

Sehoon Kim,

Michael W. Mahoney,

Kurt Keutzer; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yu_2022_WACV, author = {Yu, Shixing and Yao, Zhewei and Gholami, Amir and Dong, Zhen and Kim, Sehoon and Mahoney, Michael W. and Keutzer, Kurt}, title = {Hessian-Aware Pruning and Optimal Neural Implant}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3880-3891} }
PERF-Net: Pose Empowered RGB-Flow Net: Yinxiao Li,

Zhichao Lu,

Xuehan Xiong,

Jonathan Huang; [pdf]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Yinxiao and Lu, Zhichao and Xiong, Xuehan and Huang, Jonathan}, title = {PERF-Net: Pose Empowered RGB-Flow Net}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {513-522} }
Single-Shot Dense Active Stereo With Pixel-Wise Phase Estimation Based on Grid-Structure Using CNN and Correspondence Estimation Using GCN: Ryo Furukawa,

Michihiro Mikamo,

Ryusuke Sagawa,

Hiroshi Kawasaki; [pdf] [supp]
[bibtex]
@InProceedings{Furukawa_2022_WACV, author = {Furukawa, Ryo and Mikamo, Michihiro and Sagawa, Ryusuke and Kawasaki, Hiroshi}, title = {Single-Shot Dense Active Stereo With Pixel-Wise Phase Estimation Based on Grid-Structure Using CNN and Correspondence Estimation Using GCN}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4001-4011} }
NUTA: Non-Uniform Temporal Aggregation for Action Recognition: Xinyu Li,

Chunhui Liu,

Bing Shuai,

Yi Zhu,

Hao Chen,

Joseph Tighe; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Xinyu and Liu, Chunhui and Shuai, Bing and Zhu, Yi and Chen, Hao and Tighe, Joseph}, title = {NUTA: Non-Uniform Temporal Aggregation for Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3683-3692} }
Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving: Sudeep Fadadu,

Shreyash Pandey,

Darshan Hegde,

Yi Shi,

Fang-Chieh Chou,

Nemanja Djuric,

Carlos Vallespi-Gonzalez; [pdf] [arXiv]
[bibtex]
@InProceedings{Fadadu_2022_WACV, author = {Fadadu, Sudeep and Pandey, Shreyash and Hegde, Darshan and Shi, Yi and Chou, Fang-Chieh and Djuric, Nemanja and Vallespi-Gonzalez, Carlos}, title = {Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2349-2357} }
ADC: Adversarial Attacks Against Object Detection That Evade Context Consistency Checks: Mingjun Yin,

Shasha Li,

Chengyu Song,

M. Salman Asif,

Amit K. Roy-Chowdhury,

Srikanth V. Krishnamurthy; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yin_2022_WACV, author = {Yin, Mingjun and Li, Shasha and Song, Chengyu and Asif, M. Salman and Roy-Chowdhury, Amit K. and Krishnamurthy, Srikanth V.}, title = {ADC: Adversarial Attacks Against Object Detection That Evade Context Consistency Checks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3278-3287} }
Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning: Man M. Ho,

Jinjia Zhou; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ho_2022_WACV, author = {Ho, Man M. and Zhou, Jinjia}, title = {Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1880-1889} }
Contextual Gradient Scaling for Few-Shot Learning: Sanghyuk Lee,

Seunghyun Lee,

Byung Cheol Song; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Sanghyuk and Lee, Seunghyun and Song, Byung Cheol}, title = {Contextual Gradient Scaling for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {834-843} }
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition: Jiawei Chen,

Chiu Man Ho; [pdf]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Jiawei and Ho, Chiu Man}, title = {MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1910-1921} }
What Makes for Effective Few-Shot Point Cloud Classification?: Chuangguan Ye,

Hongyuan Zhu,

Yongbin Liao,

Yanggang Zhang,

Tao Chen,

Jiayuan Fan; [pdf] [supp]
[bibtex]
@InProceedings{Ye_2022_WACV, author = {Ye, Chuangguan and Zhu, Hongyuan and Liao, Yongbin and Zhang, Yanggang and Chen, Tao and Fan, Jiayuan}, title = {What Makes for Effective Few-Shot Point Cloud Classification?}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1829-1838} }
edge-SR: Super-Resolution for the Masses: Pablo Navarrete Michelini,

Yunhua Lu,

Xingqun Jiang; [pdf] [supp]
[bibtex]
@InProceedings{Michelini_2022_WACV, author = {Michelini, Pablo Navarrete and Lu, Yunhua and Jiang, Xingqun}, title = {edge-SR: Super-Resolution for the Masses}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1078-1087} }
A Context-Enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection: Yifang Yin,

Wenmiao Hu,

An Tran,

Hannes Kruppa,

Roger Zimmermann,

See-Kiong Ng; [pdf]
[bibtex]
@InProceedings{Yin_2022_WACV, author = {Yin, Yifang and Hu, Wenmiao and Tran, An and Kruppa, Hannes and Zimmermann, Roger and Ng, See-Kiong}, title = {A Context-Enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1371-1380} }
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo: Francesco Sarno,

Suryansh Kumar,

Berk Kaya,

Zhiwu Huang,

Vittorio Ferrari,

Luc Van Gool; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sarno_2022_WACV, author = {Sarno, Francesco and Kumar, Suryansh and Kaya, Berk and Huang, Zhiwu and Ferrari, Vittorio and Van Gool, Luc}, title = {Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {361-371} }
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders: Ligong Han,

Sri Harsha Musunuri,

Martin Renqiang Min,

Ruijiang Gao,

Yu Tian,

Dimitris Metaxas; [pdf]
[bibtex]
@InProceedings{Han_2022_WACV, author = {Han, Ligong and Musunuri, Sri Harsha and Min, Martin Renqiang and Gao, Ruijiang and Tian, Yu and Metaxas, Dimitris}, title = {AE-StyleGAN: Improved Training of Style-Based Auto-Encoders}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3134-3143} }
Agree To Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations: Matthew Watson,

Bashar Awwad Shiekh Hasan,

Noura Al Moubayed; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Watson_2022_WACV, author = {Watson, Matthew and Hasan, Bashar Awwad Shiekh and Al Moubayed, Noura}, title = {Agree To Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {875-884} }
All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval: Chull Hwan Song,

Hye Joo Han,

Yannis Avrithis; [pdf] [arXiv]
[bibtex]
@InProceedings{Song_2022_WACV, author = {Song, Chull Hwan and Han, Hye Joo and Avrithis, Yannis}, title = {All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2754-2763} }
REFICS: A Step Towards Linking Vision With Hardware Assurance: Ronald Wilson,

Hangwei Lu,

Mengdi Zhu,

Domenic Forte,

Damon L. Woodard; [pdf] [supp]
[bibtex]
@InProceedings{Wilson_2022_WACV, author = {Wilson, Ronald and Lu, Hangwei and Zhu, Mengdi and Forte, Domenic and Woodard, Damon L.}, title = {REFICS: A Step Towards Linking Vision With Hardware Assurance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4031-4040} }
Semantically Stealthy Adversarial Attacks Against Segmentation Models: Zhenhua Chen,

Chuhua Wang,

David Crandall; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Zhenhua and Wang, Chuhua and Crandall, David}, title = {Semantically Stealthy Adversarial Attacks Against Segmentation Models}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4080-4089} }
Adversarial Robustness of Deep Sensor Fusion Models: Shaojie Wang,

Tong Wu,

Ayan Chakrabarti,

Yevgeniy Vorobeychik; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Shaojie and Wu, Tong and Chakrabarti, Ayan and Vorobeychik, Yevgeniy}, title = {Adversarial Robustness of Deep Sensor Fusion Models}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2387-2396} }
Deep Optimization Prior for THz Model Parameter Estimation: Tak Ming Wong,

Hartmut Bauermeister,

Matthias Kahl,

Peter Haring Bolívar,

Michael Möller,

Andreas Kolb; [pdf] [supp]
[bibtex]
@InProceedings{Wong_2022_WACV, author = {Wong, Tak Ming and Bauermeister, Hartmut and Kahl, Matthias and Bol{\'\i}var, Peter Haring and M\"oller, Michael and Kolb, Andreas}, title = {Deep Optimization Prior for THz Model Parameter Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3811-3820} }
Is an Image Worth Five Sentences? A New Look Into Semantics for Image-Text Matching: Ali Furkan Biten,

Andrés Mafla,

Lluís Gómez,

Dimosthenis Karatzas; [pdf] [supp]
[bibtex]
@InProceedings{Biten_2022_WACV, author = {Biten, Ali Furkan and Mafla, Andr\'es and G\'omez, Llu{\'\i}s and Karatzas, Dimosthenis}, title = {Is an Image Worth Five Sentences? A New Look Into Semantics for Image-Text Matching}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1391-1400} }
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation: Weixuan Sun,

Jing Zhang,

Nick Barnes; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sun_2022_WACV, author = {Sun, Weixuan and Zhang, Jing and Barnes, Nick}, title = {Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2878-2887} }
Sharing Decoders: Network Fission for Multi-Task Pixel Prediction: Steven Hickson,

Karthik Raveendran,

Irfan Essa; [pdf] [supp]
[bibtex]
@InProceedings{Hickson_2022_WACV, author = {Hickson, Steven and Raveendran, Karthik and Essa, Irfan}, title = {Sharing Decoders: Network Fission for Multi-Task Pixel Prediction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3771-3780} }
MovingFashion: A Benchmark for the Video-To-Shop Challenge: Marco Godi,

Christian Joppi,

Geri Skenderi,

Marco Cristani; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Godi_2022_WACV, author = {Godi, Marco and Joppi, Christian and Skenderi, Geri and Cristani, Marco}, title = {MovingFashion: A Benchmark for the Video-To-Shop Challenge}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1678-1686} }
VCSeg: Virtual Camera Adaptation for Road Segmentation: Gong Cheng,

James H. Elder; [pdf] [supp]
[bibtex]
@InProceedings{Cheng_2022_WACV, author = {Cheng, Gong and Elder, James H.}, title = {VCSeg: Virtual Camera Adaptation for Road Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {277-286} }
Dual-Head Contrastive Domain Adaptation for Video Action Recognition: Victor G. Turrisi da Costa,

Giacomo Zara,

Paolo Rota,

Thiago Oliveira-Santos,

Nicu Sebe,

Vittorio Murino,

Elisa Ricci; [pdf] [supp]
[bibtex]
@InProceedings{da_Costa_2022_WACV, author = {da Costa, Victor G. Turrisi and Zara, Giacomo and Rota, Paolo and Oliveira-Santos, Thiago and Sebe, Nicu and Murino, Vittorio and Ricci, Elisa}, title = {Dual-Head Contrastive Domain Adaptation for Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1181-1190} }
Few-Shot Weakly-Supervised Object Detection via Directional Statistics: Amirreza Shaban,

Amir Rahimi,

Thalaiyasingam Ajanthan,

Byron Boots,

Richard Hartley; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Shaban_2022_WACV, author = {Shaban, Amirreza and Rahimi, Amir and Ajanthan, Thalaiyasingam and Boots, Byron and Hartley, Richard}, title = {Few-Shot Weakly-Supervised Object Detection via Directional Statistics}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3920-3929} }
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation: Antonio Tavera,

Fabio Cermelli,

Carlo Masone,

Barbara Caputo; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tavera_2022_WACV, author = {Tavera, Antonio and Cermelli, Fabio and Masone, Carlo and Caputo, Barbara}, title = {Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1626-1635} }
Lane-Level Street Map Extraction From Aerial Imagery: Songtao He,

Hari Balakrishnan; [pdf] [supp]
[bibtex]
@InProceedings{He_2022_WACV, author = {He, Songtao and Balakrishnan, Hari}, title = {Lane-Level Street Map Extraction From Aerial Imagery}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2080-2089} }
Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning: Ali Furkan Biten,

Lluís Gómez,

Dimosthenis Karatzas; [pdf] [supp]
[bibtex]
@InProceedings{Biten_2022_WACV, author = {Biten, Ali Furkan and G\'omez, Llu{\'\i}s and Karatzas, Dimosthenis}, title = {Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1381-1390} }
Forgery Detection by Internal Positional Learning of Demosaicing Traces: Quentin Bammey,

Rafael Grompone von Gioi,

Jean-Michel Morel; [pdf]
[bibtex]
@InProceedings{Bammey_2022_WACV, author = {Bammey, Quentin and von Gioi, Rafael Grompone and Morel, Jean-Michel}, title = {Forgery Detection by Internal Positional Learning of Demosaicing Traces}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {328-338} }
Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection: Marco Rudolph,

Tom Wehrbein,

Bodo Rosenhahn,

Bastian Wandt; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Rudolph_2022_WACV, author = {Rudolph, Marco and Wehrbein, Tom and Rosenhahn, Bodo and Wandt, Bastian}, title = {Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1088-1097} }
Occlusion-Robust Object Pose Estimation With Holistic Representation: Bo Chen,

Tat-Jun Chin,

Marius Klimavicius; [pdf] [arXiv]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Bo and Chin, Tat-Jun and Klimavicius, Marius}, title = {Occlusion-Robust Object Pose Estimation With Holistic Representation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2929-2939} }
Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation: Pratik Mazumder,

Pravendra Singh,

Vinay P. Namboodiri; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mazumder_2022_WACV, author = {Mazumder, Pratik and Singh, Pravendra and Namboodiri, Vinay P.}, title = {Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3095-3103} }
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities: Changsheng Xu,

Yang Wang,

Fan Bai,

Jihong Guan,

Shuigeng Zhou; [pdf]
[bibtex]
@InProceedings{Xu_2022_WACV, author = {Xu, Changsheng and Wang, Yang and Bai, Fan and Guan, Jihong and Zhou, Shuigeng}, title = {Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3061-3068} }
Meta Approach to Data Augmentation Optimization: Ryuichiro Hataya,

Jan Zdenek,

Kazuki Yoshizoe,

Hideki Nakayama; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hataya_2022_WACV, author = {Hataya, Ryuichiro and Zdenek, Jan and Yoshizoe, Kazuki and Nakayama, Hideki}, title = {Meta Approach to Data Augmentation Optimization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2574-2583} }
Fast Nonlinear Image Unblending: Daichi Horita,

Kiyoharu Aizawa,

Ryohei Suzuki,

Taizan Yonetsuji,

Huachun Zhu; [pdf]
[bibtex]
@InProceedings{Horita_2022_WACV, author = {Horita, Daichi and Aizawa, Kiyoharu and Suzuki, Ryohei and Yonetsuji, Taizan and Zhu, Huachun}, title = {Fast Nonlinear Image Unblending}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2051-2059} }
Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin?: Megh Shukla; [pdf] [supp]
[bibtex]
@InProceedings{Shukla_2022_WACV, author = {Shukla, Megh}, title = {Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin?}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2367-2376} }
PredStereo: An Accurate Real-Time Stereo Vision System: Diksha Moolchandani,

Nivedita Shrivastava,

Anshul Kumar,

Smruti R. Sarangi; [pdf] [supp]
[bibtex]
@InProceedings{Moolchandani_2022_WACV, author = {Moolchandani, Diksha and Shrivastava, Nivedita and Kumar, Anshul and Sarangi, Smruti R.}, title = {PredStereo: An Accurate Real-Time Stereo Vision System}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {731-740} }
Image-Adaptive Hint Generation via Vision Transformer for Outpainting: Daehyeon Kong,

Kyeongbo Kong,

Kyunghun Kim,

Sung-Jun Min,

Suk-Ju Kang; [pdf] [supp]
[bibtex]
@InProceedings{Kong_2022_WACV, author = {Kong, Daehyeon and Kong, Kyeongbo and Kim, Kyunghun and Min, Sung-Jun and Kang, Suk-Ju}, title = {Image-Adaptive Hint Generation via Vision Transformer for Outpainting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3572-3581} }
SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery: J. Zachary Gazak,

Ian McQuaid,

Ryan Swindle,

Matthew Phelps,

Justin Fletcher; [pdf]
[bibtex]
@InProceedings{Gazak_2022_WACV, author = {Gazak, J. Zachary and McQuaid, Ian and Swindle, Ryan and Phelps, Matthew and Fletcher, Justin}, title = {SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4012-4020} }
S2FGAN: Semantically Aware Interactive Sketch-To-Face Translation: Yan Yang,

Md Zakir Hossain,

Tom Gedeon,

Shafin Rahman; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Yan and Hossain, Md Zakir and Gedeon, Tom and Rahman, Shafin}, title = {S2FGAN: Semantically Aware Interactive Sketch-To-Face Translation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1269-1278} }
Trading-Off Information Modalities in Zero-Shot Classification: Jorge Sánchez,

Matías Molina; [pdf]
[bibtex]
@InProceedings{Sanchez_2022_WACV, author = {S\'anchez, Jorge and Molina, Mat{\'\i}as}, title = {Trading-Off Information Modalities in Zero-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3841-3849} }
Co-Segmentation Aided Two-Stream Architecture for Video Captioning: Jayesh Vaidya,

Arulkumar Subramaniam,

Anurag Mittal; [pdf]
[bibtex]
@InProceedings{Vaidya_2022_WACV, author = {Vaidya, Jayesh and Subramaniam, Arulkumar and Mittal, Anurag}, title = {Co-Segmentation Aided Two-Stream Architecture for Video Captioning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2774-2784} }
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation: Inseop Chung,

Daesik Kim,

Nojun Kwak; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chung_2022_WACV, author = {Chung, Inseop and Kim, Daesik and Kwak, Nojun}, title = {Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1351-1360} }
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation: Azimkhon Ostonov,

Peter Wonka,

Dominik L. Michels; [pdf] [supp]
[bibtex]
@InProceedings{Ostonov_2022_WACV, author = {Ostonov, Azimkhon and Wonka, Peter and Michels, Dominik L.}, title = {RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2219-2228} }
Estimating Image Depth in the Comics Domain: Deblina Bhattacharjee,

Martin Everaert,

Mathieu Salzmann,

Sabine Süsstrunk; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bhattacharjee_2022_WACV, author = {Bhattacharjee, Deblina and Everaert, Martin and Salzmann, Mathieu and S\"usstrunk, Sabine}, title = {Estimating Image Depth in the Comics Domain}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2070-2079} }
GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching: Siqu Long,

Soyeon Caren Han,

Xiaojun Wan,

Josiah Poon; [pdf] [supp]
[bibtex]
@InProceedings{Long_2022_WACV, author = {Long, Siqu and Han, Soyeon Caren and Wan, Xiaojun and Poon, Josiah}, title = {GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3459-3468} }
C-VTON: Context-Driven Image-Based Virtual Try-On Network: Benjamin Fele,

Ajda Lampe,

Peter Peer,

Vitomir Struc; [pdf] [supp]
[bibtex]
@InProceedings{Fele_2022_WACV, author = {Fele, Benjamin and Lampe, Ajda and Peer, Peter and Struc, Vitomir}, title = {C-VTON: Context-Driven Image-Based Virtual Try-On Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3144-3153} }
HybVIO: Pushing the Limits of Real-Time Visual-Inertial Odometry: Otto Seiskari,

Pekka Rantalankila,

Juho Kannala,

Jerry Ylilammi,

Esa Rahtu,

Arno Solin; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Seiskari_2022_WACV, author = {Seiskari, Otto and Rantalankila, Pekka and Kannala, Juho and Ylilammi, Jerry and Rahtu, Esa and Solin, Arno}, title = {HybVIO: Pushing the Limits of Real-Time Visual-Inertial Odometry}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {701-710} }
Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations: Jinyong Hou,

Xuejie Ding,

Jeremiah D. Deng; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hou_2022_WACV, author = {Hou, Jinyong and Ding, Xuejie and Deng, Jeremiah D.}, title = {Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2625-2634} }
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning: Chenge Li,

István Fehérvári,

Xiaonan Zhao,

Ives Macedo,

Srikar Appalaraju; [pdf] [supp]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Chenge and Feh\'erv\'ari, Istv\'an and Zhao, Xiaonan and Macedo, Ives and Appalaraju, Srikar}, title = {SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2544-2553} }
Measuring Representation of Race, Gender, and Age in Children's Books: Face Detection and Feature Classification in Illustrated Images: Teodora Szasz,

Emileigh Harrison,

Ping-Jung Liu,

Ping-Chang Lin,

Hakizumwami Birali Runesha,

Anjali Adukia; [pdf]
[bibtex]
@InProceedings{Szasz_2022_WACV, author = {Szasz, Teodora and Harrison, Emileigh and Liu, Ping-Jung and Lin, Ping-Chang and Runesha, Hakizumwami Birali and Adukia, Anjali}, title = {Measuring Representation of Race, Gender, and Age in Children's Books: Face Detection and Feature Classification in Illustrated Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {462-471} }
Robust High-Resolution Video Matting With Temporal Guidance: Shanchuan Lin,

Linjie Yang,

Imran Saleemi,

Soumyadip Sengupta; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lin_2022_WACV, author = {Lin, Shanchuan and Yang, Linjie and Saleemi, Imran and Sengupta, Soumyadip}, title = {Robust High-Resolution Video Matting With Temporal Guidance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {238-247} }
Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations: Josh Beal,

Hao-Yu Wu,

Dong Huk Park,

Andrew Zhai,

Dmitry Kislyuk; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Beal_2022_WACV, author = {Beal, Josh and Wu, Hao-Yu and Park, Dong Huk and Zhai, Andrew and Kislyuk, Dmitry}, title = {Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {564-573} }
Towards Active Vision for Action Localization With Reactive Control and Predictive Learning: Shubham Trehan,

Sathyanarayanan N. Aakur; [pdf] [arXiv]
[bibtex]
@InProceedings{Trehan_2022_WACV, author = {Trehan, Shubham and Aakur, Sathyanarayanan N.}, title = {Towards Active Vision for Action Localization With Reactive Control and Predictive Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {783-792} }
Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection: Meiling Fang,

Naser Damer,

Florian Kirchbuchner,

Arjan Kuijper; [pdf] [arXiv]
[bibtex]
@InProceedings{Fang_2022_WACV, author = {Fang, Meiling and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, title = {Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3722-3731} }
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition: Raphael Memmesheimer,

Simon Häring,

Nick Theisen,

Dietrich Paulus; [pdf] [supp]
[bibtex]
@InProceedings{Memmesheimer_2022_WACV, author = {Memmesheimer, Raphael and H\"aring, Simon and Theisen, Nick and Paulus, Dietrich}, title = {Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3702-3710} }
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation: Gabriel Tjio,

Ping Liu,

Joey Tianyi Zhou,

Rick Siow Mong Goh; [pdf] [arXiv]
[bibtex]
@InProceedings{Tjio_2022_WACV, author = {Tjio, Gabriel and Liu, Ping and Zhou, Joey Tianyi and Goh, Rick Siow Mong}, title = {Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {318-327} }
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation: Devavrat Tomar,

Behzad Bozorgtabar,

Manana Lortkipanidze,

Guillaume Vray,

Mohammad Saeed Rad,

Jean-Philippe Thiran; [pdf] [arXiv]
[bibtex]
@InProceedings{Tomar_2022_WACV, author = {Tomar, Devavrat and Bozorgtabar, Behzad and Lortkipanidze, Manana and Vray, Guillaume and Rad, Mohammad Saeed and Thiran, Jean-Philippe}, title = {Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1998-2008} }
Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation: Jeongbeen Yoon,

Dahyun Kang,

Minsu Cho; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yoon_2022_WACV, author = {Yoon, Jeongbeen and Kang, Dahyun and Cho, Minsu}, title = {Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1978-1987} }
MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching: Faranak Shamsafar,

Samuel Woerz,

Rafia Rahim,

Andreas Zell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Shamsafar_2022_WACV, author = {Shamsafar, Faranak and Woerz, Samuel and Rahim, Rafia and Zell, Andreas}, title = {MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2417-2426} }
In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation: Jan Weyler,

Federico Magistri,

Peter Seitz,

Jens Behley,

Cyrill Stachniss; [pdf] [supp]
[bibtex]
@InProceedings{Weyler_2022_WACV, author = {Weyler, Jan and Magistri, Federico and Seitz, Peter and Behley, Jens and Stachniss, Cyrill}, title = {In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2725-2734} }
Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations: Lingyu Zhu,

Esa Rahtu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhu_2022_WACV, author = {Zhu, Lingyu and Rahtu, Esa}, title = {Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1289-1299} }
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection: Yonghyun Jeong,

Doyeon Kim,

Seungjai Min,

Seongho Joe,

Youngjune Gwon,

Jongwon Choi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jeong_2022_WACV, author = {Jeong, Yonghyun and Kim, Doyeon and Min, Seungjai and Joe, Seongho and Gwon, Youngjune and Choi, Jongwon}, title = {BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {48-57} }
Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography: Arvind Vepa,

Andrew Choi,

Noor Nakhaei,

Wonjun Lee,

Noah Stier,

Andrew Vu,

Greyson Jenkins,

Xiaoyan Yang,

Manjot Shergill,

Moira Desphy,

Kevin Delao,

Mia Levy,

Cristopher Garduno,

Lacy Nelson,

Wandi Liu,

Fan Hung,

Fabien Scalzo; [pdf]
[bibtex]
@InProceedings{Vepa_2022_WACV, author = {Vepa, Arvind and Choi, Andrew and Nakhaei, Noor and Lee, Wonjun and Stier, Noah and Vu, Andrew and Jenkins, Greyson and Yang, Xiaoyan and Shergill, Manjot and Desphy, Moira and Delao, Kevin and Levy, Mia and Garduno, Cristopher and Nelson, Lacy and Liu, Wandi and Hung, Fan and Scalzo, Fabien}, title = {Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {585-594} }
Towards a Robust Differentiable Architecture Search Under Label Noise: Christian Simon,

Piotr Koniusz,

Lars Petersson,

Yan Han,

Mehrtash Harandi; [pdf] [arXiv]
[bibtex]
@InProceedings{Simon_2022_WACV, author = {Simon, Christian and Koniusz, Piotr and Petersson, Lars and Han, Yan and Harandi, Mehrtash}, title = {Towards a Robust Differentiable Architecture Search Under Label Noise}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3256-3266} }
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation: Xiangyi Yan,

Hao Tang,

Shanlin Sun,

Haoyu Ma,

Deying Kong,

Xiaohui Xie; [pdf]
[bibtex]
@InProceedings{Yan_2022_WACV, author = {Yan, Xiangyi and Tang, Hao and Sun, Shanlin and Ma, Haoyu and Kong, Deying and Xie, Xiaohui}, title = {AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3971-3981} }
Variational Stacked Local Attention Networks for Diverse Video Captioning: Tonmoay Deb,

Akib Sadmanee,

Kishor Kumar Bhaumik,

Amin Ahsan Ali,

M Ashraful Amin,

A K M Mahbubur Rahman; [pdf] [supp]
[bibtex]
@InProceedings{Deb_2022_WACV, author = {Deb, Tonmoay and Sadmanee, Akib and Bhaumik, Kishor Kumar and Ali, Amin Ahsan and Amin, M Ashraful and Rahman, A K M Mahbubur}, title = {Variational Stacked Local Attention Networks for Diverse Video Captioning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4070-4079} }
A Modular and Unified Framework for Detecting and Localizing Video Anomalies: Keval Doshi,

Yasin Yilmaz; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Doshi_2022_WACV, author = {Doshi, Keval and Yilmaz, Yasin}, title = {A Modular and Unified Framework for Detecting and Localizing Video Anomalies}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3982-3991} }
FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation: Chaewon Park,

MyeongAh Cho,

Minhyeok Lee,

Sangyoun Lee; [pdf] [arXiv]
[bibtex]
@InProceedings{Park_2022_WACV, author = {Park, Chaewon and Cho, MyeongAh and Lee, Minhyeok and Lee, Sangyoun}, title = {FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2249-2259} }
Low-Cost Multispectral Scene Analysis With Modality Distillation: Heng Zhang,

Elisa Fromont,

Sébastien Lefèvre,

Bruno Avignon; [pdf]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Heng and Fromont, Elisa and Lef\`evre, S\'ebastien and Avignon, Bruno}, title = {Low-Cost Multispectral Scene Analysis With Modality Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {803-812} }
Single-Shot Path Integrated Panoptic Segmentation: Sukjun Hwang,

Seoung Wug Oh,

Seon Joo Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hwang_2022_WACV, author = {Hwang, Sukjun and Oh, Seoung Wug and Kim, Seon Joo}, title = {Single-Shot Path Integrated Panoptic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3328-3337} }
Knowledge Capture and Replay for Continual Learning: Saisubramaniam Gopalakrishnan,

Pranshu Ranjan Singh,

Haytham Fayek,

Savitha Ramasamy,

ArulMurugan Ambikapathi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gopalakrishnan_2022_WACV, author = {Gopalakrishnan, Saisubramaniam and Singh, Pranshu Ranjan and Fayek, Haytham and Ramasamy, Savitha and Ambikapathi, ArulMurugan}, title = {Knowledge Capture and Replay for Continual Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {10-18} }
3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language: Ahmed Abdelreheem,

Ujjwal Upadhyay,

Ivan Skorokhodov,

Rawan Al Yahya,

Jun Chen,

Mohamed Elhoseiny; [pdf] [supp]
[bibtex]
@InProceedings{Abdelreheem_2022_WACV, author = {Abdelreheem, Ahmed and Upadhyay, Ujjwal and Skorokhodov, Ivan and Al Yahya, Rawan and Chen, Jun and Elhoseiny, Mohamed}, title = {3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3941-3950} }
Self-Supervised Pretraining Improves Self-Supervised Pretraining: Colorado J Reed,

Xiangyu Yue,

Ani Nrusimha,

Sayna Ebrahimi,

Vivek Vijaykumar,

Richard Mao,

Bo Li,

Shanghang Zhang,

Devin Guillory,

Sean Metzger,

Kurt Keutzer,

Trevor Darrell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Reed_2022_WACV, author = {Reed, Colorado J and Yue, Xiangyu and Nrusimha, Ani and Ebrahimi, Sayna and Vijaykumar, Vivek and Mao, Richard and Li, Bo and Zhang, Shanghang and Guillory, Devin and Metzger, Sean and Keutzer, Kurt and Darrell, Trevor}, title = {Self-Supervised Pretraining Improves Self-Supervised Pretraining}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2584-2594} }
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals: Saloni Dash,

Vineeth N Balasubramanian,

Amit Sharma; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dash_2022_WACV, author = {Dash, Saloni and Balasubramanian, Vineeth N and Sharma, Amit}, title = {Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {915-924} }
PROVES: Establishing Image Provenance Using Semantic Signatures: Mingyang Xie,

Manav Kulshrestha,

Shaojie Wang,

Jinghan Yang,

Ayan Chakrabarti,

Ning Zhang,

Yevgeniy Vorobeychik; [pdf] [arXiv]
[bibtex]
@InProceedings{Xie_2022_WACV, author = {Xie, Mingyang and Kulshrestha, Manav and Wang, Shaojie and Yang, Jinghan and Chakrabarti, Ayan and Zhang, Ning and Vorobeychik, Yevgeniy}, title = {PROVES: Establishing Image Provenance Using Semantic Signatures}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {543-552} }
Class-Balanced Active Learning for Image Classification: Javad Zolfaghari Bengar,

Joost van de Weijer,

Laura Lopez Fuentes,

Bogdan Raducanu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bengar_2022_WACV, author = {Bengar, Javad Zolfaghari and van de Weijer, Joost and Fuentes, Laura Lopez and Raducanu, Bogdan}, title = {Class-Balanced Active Learning for Image Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1536-1545} }
Tailor Me: An Editing Network for Fashion Attribute Shape Manipulation: Youngjoong Kwon,

Stefano Petrangeli,

Dahun Kim,

Haoliang Wang,

Viswanathan Swaminathan,

Henry Fuchs; [pdf]
[bibtex]
@InProceedings{Kwon_2022_WACV, author = {Kwon, Youngjoong and Petrangeli, Stefano and Kim, Dahun and Wang, Haoliang and Swaminathan, Viswanathan and Fuchs, Henry}, title = {Tailor Me: An Editing Network for Fashion Attribute Shape Manipulation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3831-3840} }
Addressing Out-of-Distribution Label Noise in Webly-Labelled Data: Paul Albert,

Diego Ortego,

Eric Arazo,

Noel E. O'Connor,

Kevin McGuinness; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Albert_2022_WACV, author = {Albert, Paul and Ortego, Diego and Arazo, Eric and O'Connor, Noel E. and McGuinness, Kevin}, title = {Addressing Out-of-Distribution Label Noise in Webly-Labelled Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {392-401} }
Learning Maritime Obstacle Detection From Weak Annotations by Scaffolding: Lojze Žust,

Matej Kristan; [pdf]
[bibtex]
@InProceedings{Zust_2022_WACV, author = {\v{Z}ust, Lojze and Kristan, Matej}, title = {Learning Maritime Obstacle Detection From Weak Annotations by Scaffolding}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {955-964} }
Revealing Disocclusions in Temporal View Synthesis Through Infilling Vector Prediction: Vijayalakshmi Kanchana,

Nagabhushan Somraj,

Suraj Yadwad,

Rajiv Soundararajan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kanchana_2022_WACV, author = {Kanchana, Vijayalakshmi and Somraj, Nagabhushan and Yadwad, Suraj and Soundararajan, Rajiv}, title = {Revealing Disocclusions in Temporal View Synthesis Through Infilling Vector Prediction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3541-3550} }
Generating and Controlling Diversity in Image Search: Md. Mehrab Tanjim,

Ritwik Sinha,

Krishna Kumar Singh,

Sridhar Mahadevan,

David Arbour,

Moumita Sinha,

Garrison W. Cottrell; [pdf] [supp]
[bibtex]
@InProceedings{Tanjim_2022_WACV, author = {Tanjim, Md. Mehrab and Sinha, Ritwik and Singh, Krishna Kumar and Mahadevan, Sridhar and Arbour, David and Sinha, Moumita and Cottrell, Garrison W.}, title = {Generating and Controlling Diversity in Image Search}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {411-419} }
Visualizing Paired Image Similarity in Transformer Networks: Samuel Black,

Abby Stylianou,

Robert Pless,

Richard Souvenir; [pdf]
[bibtex]
@InProceedings{Black_2022_WACV, author = {Black, Samuel and Stylianou, Abby and Pless, Robert and Souvenir, Richard}, title = {Visualizing Paired Image Similarity in Transformer Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3164-3173} }
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop: Yan Han,

Chongyan Chen,

Ahmed Tewfik,

Benjamin Glicksberg,

Ying Ding,

Yifan Peng,

Zhangyang Wang; [pdf]
[bibtex]
@InProceedings{Han_2022_WACV, author = {Han, Yan and Chen, Chongyan and Tewfik, Ahmed and Glicksberg, Benjamin and Ding, Ying and Peng, Yifan and Wang, Zhangyang}, title = {Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2465-2474} }
A Structure-Aware Method for Direct Pose Estimation: Hunter Blanton,

Scott Workman,

Nathan Jacobs; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Blanton_2022_WACV, author = {Blanton, Hunter and Workman, Scott and Jacobs, Nathan}, title = {A Structure-Aware Method for Direct Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2019-2028} }
Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization: Dohyun Kim,

Dajung Je,

Kwangjin Lee,

Moohyun Kim,

Han Kim; [pdf] [supp]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Dohyun and Je, Dajung and Lee, Kwangjin and Kim, Moohyun and Kim, Han}, title = {Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3469-3478} }
Temporally Stable Video Segmentation Without Video Annotations: Aharon Azulay,

Tavi Halperin,

Orestis Vantzos,

Nadav Bornstein,

Ofir Bibi; [pdf] [arXiv]
[bibtex]
@InProceedings{Azulay_2022_WACV, author = {Azulay, Aharon and Halperin, Tavi and Vantzos, Orestis and Bornstein, Nadav and Bibi, Ofir}, title = {Temporally Stable Video Segmentation Without Video Annotations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3449-3458} }
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation: Yushi Cao,

David Berend,

Palina Tolmach,

Guy Amit,

Moshe Levy,

Yang Liu,

Asaf Shabtai,

Yuval Elovici; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Cao_2022_WACV, author = {Cao, Yushi and Berend, David and Tolmach, Palina and Amit, Guy and Levy, Moshe and Liu, Yang and Shabtai, Asaf and Elovici, Yuval}, title = {Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3551-3561} }
Re-Compose the Image by Evaluating the Crop on More Than Just a Score: Yang Cheng,

Qian Lin,

Jan P. Allebach; [pdf]
[bibtex]
@InProceedings{Cheng_2022_WACV, author = {Cheng, Yang and Lin, Qian and Allebach, Jan P.}, title = {Re-Compose the Image by Evaluating the Crop on More Than Just a Score}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1-9} }
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis: Ran Ben Izhak,

Alon Lahav,

Ayellet Tal; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ben_Izhak_2022_WACV, author = {Ben Izhak, Ran and Lahav, Alon and Tal, Ayellet}, title = {AttWalk: Attentive Cross-Walks for Deep Mesh Analysis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1546-1555} }
Extraction of Positional Player Data From Broadcast Soccer Videos: Jonas Theiner,

Wolfgang Gritz,

Eric Müller-Budack,

Robert Rein,

Daniel Memmert,

Ralph Ewerth; [pdf]
[bibtex]
@InProceedings{Theiner_2022_WACV, author = {Theiner, Jonas and Gritz, Wolfgang and M\"uller-Budack, Eric and Rein, Robert and Memmert, Daniel and Ewerth, Ralph}, title = {Extraction of Positional Player Data From Broadcast Soccer Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {823-833} }
Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation: Zhenzhu Zheng,

Xi Peng; [pdf]
[bibtex]
@InProceedings{Zheng_2022_WACV, author = {Zheng, Zhenzhu and Peng, Xi}, title = {Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3203-3212} }
mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data: Yonghyun Jeong,

Doyeon Kim,

Jaehyeon Lee,

Minki Hong,

Solbi Hwang,

Jongwon Choi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jeong_2022_WACV, author = {Jeong, Yonghyun and Kim, Doyeon and Lee, Jaehyeon and Hong, Minki and Hwang, Solbi and Choi, Jongwon}, title = {mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {38-47} }
Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis: Maryam Alizadeh,

Melissa Cote,

Alexandra Branzan Albu; [pdf]
[bibtex]
@InProceedings{Alizadeh_2022_WACV, author = {Alizadeh, Maryam and Cote, Melissa and Albu, Alexandra Branzan}, title = {Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3124-3133} }
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection: Danila Rukhovich,

Anna Vorontsova,

Anton Konushin; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Rukhovich_2022_WACV, author = {Rukhovich, Danila and Vorontsova, Anna and Konushin, Anton}, title = {ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2397-2406} }
Time-Space Transformers for Video Panoptic Segmentation: Andra Petrovai,

Sergiu Nedevschi; [pdf]
[bibtex]
@InProceedings{Petrovai_2022_WACV, author = {Petrovai, Andra and Nedevschi, Sergiu}, title = {Time-Space Transformers for Video Panoptic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {925-934} }
Pro-CCaps: Progressively Teaching Colourisation to Capsules: Rita Pucci,

Christian Micheloni,

Gian Luca Foresti,

Niki Martinel; [pdf]
[bibtex]
@InProceedings{Pucci_2022_WACV, author = {Pucci, Rita and Micheloni, Christian and Foresti, Gian Luca and Martinel, Niki}, title = {Pro-CCaps: Progressively Teaching Colourisation to Capsules}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2271-2279} }
Resolution-Robust Large Mask Inpainting With Fourier Convolutions: Roman Suvorov,

Elizaveta Logacheva,

Anton Mashikhin,

Anastasia Remizova,

Arsenii Ashukha,

Aleksei Silvestrov,

Naejin Kong,

Harshith Goka,

Kiwoong Park,

Victor Lempitsky; [pdf] [arXiv]
[bibtex]
@InProceedings{Suvorov_2022_WACV, author = {Suvorov, Roman and Logacheva, Elizaveta and Mashikhin, Anton and Remizova, Anastasia and Ashukha, Arsenii and Silvestrov, Aleksei and Kong, Naejin and Goka, Harshith and Park, Kiwoong and Lempitsky, Victor}, title = {Resolution-Robust Large Mask Inpainting With Fourier Convolutions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2149-2159} }
Calibrating CNNs for Few-Shot Meta Learning: Peng Yang,

Shaogang Ren,

Yang Zhao,

Ping Li; [pdf]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Peng and Ren, Shaogang and Zhao, Yang and Li, Ping}, title = {Calibrating CNNs for Few-Shot Meta Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2090-2099} }
Fast and Explicit Neural View Synthesis: Pengsheng Guo,

Miguel Angel Bautista,

Alex Colburn,

Liang Yang,

Daniel Ulbricht,

Joshua M. Susskind,

Qi Shan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Guo_2022_WACV, author = {Guo, Pengsheng and Bautista, Miguel Angel and Colburn, Alex and Yang, Liang and Ulbricht, Daniel and Susskind, Joshua M. and Shan, Qi}, title = {Fast and Explicit Neural View Synthesis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3791-3800} }
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains: Molly O'Brien,

Mike Medoff,

Julia Bukowski,

Gregory D. Hager; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{O'Brien_2022_WACV, author = {O'Brien, Molly and Medoff, Mike and Bukowski, Julia and Hager, Gregory D.}, title = {Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {614-622} }
Generalized Clustering and Multi-Manifold Learning With Geometric Structure Preservation: Lirong Wu,

Zicheng Liu,

Jun Xia,

Zelin Zang,

Siyuan Li,

Stan Z. Li; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wu_2022_WACV, author = {Wu, Lirong and Liu, Zicheng and Xia, Jun and Zang, Zelin and Li, Siyuan and Li, Stan Z.}, title = {Generalized Clustering and Multi-Manifold Learning With Geometric Structure Preservation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {139-147} }
Batch Normalization Tells You Which Filter Is Important: Junghun Oh,

Heewon Kim,

Sungyong Baik,

Cheeun Hong,

Kyoung Mu Lee; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Oh_2022_WACV, author = {Oh, Junghun and Kim, Heewon and Baik, Sungyong and Hong, Cheeun and Lee, Kyoung Mu}, title = {Batch Normalization Tells You Which Filter Is Important}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2645-2654} }
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity: Xinyu Gong,

Wuyang Chen,

Tianlong Chen,

Zhangyang Wang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gong_2022_WACV, author = {Gong, Xinyu and Chen, Wuyang and Chen, Tianlong and Wang, Zhangyang}, title = {Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2494-2504} }
V-SlowFast Network for Efficient Visual Sound Separation: Lingyu Zhu,

Esa Rahtu; [pdf] [supp]
[bibtex]
@InProceedings{Zhu_2022_WACV, author = {Zhu, Lingyu and Rahtu, Esa}, title = {V-SlowFast Network for Efficient Visual Sound Separation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1464-1474} }
Online Knowledge Distillation by Temporal-Spatial Boosting: Chengcheng Li,

Zi Wang,

Hairong Qi; [pdf]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Chengcheng and Wang, Zi and Qi, Hairong}, title = {Online Knowledge Distillation by Temporal-Spatial Boosting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {197-206} }
Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift: Mahsa Baktashmotlagh,

Tianle Chen,

Mathieu Salzmann; [pdf]
[bibtex]
@InProceedings{Baktashmotlagh_2022_WACV, author = {Baktashmotlagh, Mahsa and Chen, Tianle and Salzmann, Mathieu}, title = {Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {207-216} }
Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation: Yuanyuan Xu,

Meina Kan,

Shiguang Shan,

Xilin Chen; [pdf] [supp]
[bibtex]
@InProceedings{Xu_2022_WACV, author = {Xu, Yuanyuan and Kan, Meina and Shan, Shiguang and Chen, Xilin}, title = {Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1890-1899} }
Deep Online Fused Video Stabilization: Zhenmei Shi,

Fuhao Shi,

Wei-Sheng Lai,

Chia-Kai Liang,

Yingyu Liang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Shi_2022_WACV, author = {Shi, Zhenmei and Shi, Fuhao and Lai, Wei-Sheng and Liang, Chia-Kai and Liang, Yingyu}, title = {Deep Online Fused Video Stabilization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1250-1258} }
Parsing Line Chart Images Using Linear Programming: Hajime Kato,

Mitsuru Nakazawa,

Hsuan-Kung Yang,

Mark Chen,

Björn Stenger; [pdf] [supp]
[bibtex]
@InProceedings{Kato_2022_WACV, author = {Kato, Hajime and Nakazawa, Mitsuru and Yang, Hsuan-Kung and Chen, Mark and Stenger, Bj\"orn}, title = {Parsing Line Chart Images Using Linear Programming}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2109-2118} }
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection: Beomyoung Kim,

Janghyeon Lee,

Sihaeng Lee,

Doyeon Kim,

Junmo Kim; [pdf] [arXiv]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Beomyoung and Lee, Janghyeon and Lee, Sihaeng and Kim, Doyeon and Kim, Junmo}, title = {TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {167-176} }
CrossLocate: Cross-Modal Large-Scale Visual Geo-Localization in Natural Environments Using Rendered Modalities: Jan Tomešek,

Martin Čadík,

Jan Brejcha; [pdf] [supp]
[bibtex]
@InProceedings{Tomesek_2022_WACV, author = {Tome\v{s}ek, Jan and \v{C}ad{\'\i}k, Martin and Brejcha, Jan}, title = {CrossLocate: Cross-Modal Large-Scale Visual Geo-Localization in Natural Environments Using Rendered Modalities}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3174-3183} }
Symmetric-Light Photometric Stereo: Kazuma Minami,

Hiroaki Santo,

Fumio Okura,

Yasuyuki Matsushita; [pdf] [supp]
[bibtex]
@InProceedings{Minami_2022_WACV, author = {Minami, Kazuma and Santo, Hiroaki and Okura, Fumio and Matsushita, Yasuyuki}, title = {Symmetric-Light Photometric Stereo}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2706-2714} }
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing: Tobias Hinz,

Matthew Fisher,

Oliver Wang,

Eli Shechtman,

Stefan Wermter; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hinz_2022_WACV, author = {Hinz, Tobias and Fisher, Matthew and Wang, Oliver and Shechtman, Eli and Wermter, Stefan}, title = {CharacterGAN: Few-Shot Keypoint Character Animation and Reposing}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1988-1997} }
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation: Tri Huynh,

Simon Kornblith,

Matthew R. Walter,

Michael Maire,

Maryam Khademi; [pdf] [arXiv]
[bibtex]
@InProceedings{Huynh_2022_WACV, author = {Huynh, Tri and Kornblith, Simon and Walter, Matthew R. and Maire, Michael and Khademi, Maryam}, title = {Boosting Contrastive Self-Supervised Learning With False Negative Cancellation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2785-2795} }
FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation: Yuan Cheng,

Rui Lin,

Peining Zhen,

Tianshu Hou,

Chiu Wa Ng,

Hai-Bao Chen,

Hao Yu,

Ngai Wong; [pdf]
[bibtex]
@InProceedings{Cheng_2022_WACV, author = {Cheng, Yuan and Lin, Rui and Zhen, Peining and Hou, Tianshu and Ng, Chiu Wa and Chen, Hai-Bao and Yu, Hao and Wong, Ngai}, title = {FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2210-2218} }
InfographicVQA: Minesh Mathew,

Viraj Bagal,

Rubèn Tito,

Dimosthenis Karatzas,

Ernest Valveny,

C.V. Jawahar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mathew_2022_WACV, author = {Mathew, Minesh and Bagal, Viraj and Tito, Rub\`en and Karatzas, Dimosthenis and Valveny, Ernest and Jawahar, C.V.}, title = {InfographicVQA}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1697-1706} }
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency: S. Alireza Golestaneh,

Saba Dadsetan,

Kris M. Kitani; [pdf] [arXiv]
[bibtex]
@InProceedings{Golestaneh_2022_WACV, author = {Golestaneh, S. Alireza and Dadsetan, Saba and Kitani, Kris M.}, title = {No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1220-1230} }
Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition: Veeru Talreja,

Nasser M. Nasrabadi,

Matthew C. Valenti; [pdf] [arXiv]
[bibtex]
@InProceedings{Talreja_2022_WACV, author = {Talreja, Veeru and Nasrabadi, Nasser M. and Valenti, Matthew C.}, title = {Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4041-4050} }
Coupled Training for Multi-Source Domain Adaptation: Ohad Amosy,

Gal Chechik; [pdf] [supp]
[bibtex]
@InProceedings{Amosy_2022_WACV, author = {Amosy, Ohad and Chechik, Gal}, title = {Coupled Training for Multi-Source Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {420-429} }
Compressed Sensing MRI Reconstruction With Co-VeGAN: Complex-Valued Generative Adversarial Network: Bhavya Vasudeva,

Puneesh Deora,

Saumik Bhattacharya,

Pyari Mohan Pradhan; [pdf] [supp]
[bibtex]
@InProceedings{Vasudeva_2022_WACV, author = {Vasudeva, Bhavya and Deora, Puneesh and Bhattacharya, Saumik and Pradhan, Pyari Mohan}, title = {Compressed Sensing MRI Reconstruction With Co-VeGAN: Complex-Valued Generative Adversarial Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {672-681} }
Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration: Xuan Gong,

Luckyson Khaidem,

Wentao Zhu,

Baochang Zhang,

David Doermann; [pdf]
[bibtex]
@InProceedings{Gong_2022_WACV, author = {Gong, Xuan and Khaidem, Luckyson and Zhu, Wentao and Zhang, Baochang and Doermann, David}, title = {Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2484-2493} }
Video and Text Matching With Conditioned Embeddings: Ameen Ali,

Idan Schwartz,

Tamir Hazan,

Lior Wolf; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ali_2022_WACV, author = {Ali, Ameen and Schwartz, Idan and Hazan, Tamir and Wolf, Lior}, title = {Video and Text Matching With Conditioned Embeddings}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1565-1574} }
Multi-Head Deep Metric Learning Using Global and Local Representations: Mohammad K. Ebrahimpour,

Gang Qian,

Allison Beach; [pdf] [arXiv]
[bibtex]
@InProceedings{Ebrahimpour_2022_WACV, author = {Ebrahimpour, Mohammad K. and Qian, Gang and Beach, Allison}, title = {Multi-Head Deep Metric Learning Using Global and Local Representations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3031-3040} }
REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions: Lokender Tiwari,

Anish Madan,

Saket Anand,

Subhashis Banerjee; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tiwari_2022_WACV, author = {Tiwari, Lokender and Madan, Anish and Anand, Saket and Banerjee, Subhashis}, title = {REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2595-2604} }
Learning Foreground-Background Segmentation From Improved Layered GANs: Yu Yang,

Hakan Bilen,

Qiran Zou,

Wing Yin Cheung,

Xiangyang Ji; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Yu and Bilen, Hakan and Zou, Qiran and Cheung, Wing Yin and Ji, Xiangyang}, title = {Learning Foreground-Background Segmentation From Improved Layered GANs}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2524-2533} }
HHP-Net: A Light Heteroscedastic Neural Network for Head Pose Estimation With Uncertainty: Giorgio Cantarini,

Federico Figari Tomenotti,

Nicoletta Noceti,

Francesca Odone; [pdf] [supp]
[bibtex]
@InProceedings{Cantarini_2022_WACV, author = {Cantarini, Giorgio and Tomenotti, Federico Figari and Noceti, Nicoletta and Odone, Francesca}, title = {HHP-Net: A Light Heteroscedastic Neural Network for Head Pose Estimation With Uncertainty}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3521-3530} }
Less Can Be More: Sound Source Localization With a Classification Model: Arda Senocak,

Hyeonggon Ryu,

Junsik Kim,

In So Kweon; [pdf] [supp]
[bibtex]
@InProceedings{Senocak_2022_WACV, author = {Senocak, Arda and Ryu, Hyeonggon and Kim, Junsik and Kweon, In So}, title = {Less Can Be More: Sound Source Localization With a Classification Model}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3308-3317} }
One-Class Learned Encoder-Decoder Network With Adversarial Context Masking for Novelty Detection: John Taylor Jewell,

Vahid Reza Khazaie,

Yalda Mohsenzadeh; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jewell_2022_WACV, author = {Jewell, John Taylor and Khazaie, Vahid Reza and Mohsenzadeh, Yalda}, title = {One-Class Learned Encoder-Decoder Network With Adversarial Context Masking for Novelty Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3591-3601} }
Face Verification With Challenging Imposters and Diversified Demographics: Adrian Popescu,

Liviu-Daniel Ștefan,

Jérôme Deshayes-Chossart,

Bogdan Ionescu; [pdf] [supp]
[bibtex]
@InProceedings{Popescu_2022_WACV, author = {Popescu, Adrian and Ștefan, Liviu-Daniel and Deshayes-Chossart, J\'er\^ome and Ionescu, Bogdan}, title = {Face Verification With Challenging Imposters and Diversified Demographics}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3357-3366} }
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise: Anindya Sarkar,

Anirban Sarkar,

Vineeth N Balasubramanian; [pdf] [supp]
[bibtex]
@InProceedings{Sarkar_2022_WACV, author = {Sarkar, Anindya and Sarkar, Anirban and Balasubramanian, Vineeth N}, title = {Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1839-1848} }
Detecting Tear Gas Canisters With Limited Training Data: Ashwin D'Cruz,

Christopher Tegho,

Sean Greaves,

Lachlan Kermode; [pdf]
[bibtex]
@InProceedings{D'Cruz_2022_WACV, author = {D'Cruz, Ashwin and Tegho, Christopher and Greaves, Sean and Kermode, Lachlan}, title = {Detecting Tear Gas Canisters With Limited Training Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3674-3682} }
Improve Image Captioning by Estimating the Gazing Patterns From the Caption: Rehab Alahmadi,

James Hahn; [pdf]
[bibtex]
@InProceedings{Alahmadi_2022_WACV, author = {Alahmadi, Rehab and Hahn, James}, title = {Improve Image Captioning by Estimating the Gazing Patterns From the Caption}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1025-1034} }
Consistent Cell Tracking in Multi-Frames With Spatio-Temporal Context by Object-Level Warping Loss: Junya Hayashida,

Kazuya Nishimura,

Ryoma Bise; [pdf]
[bibtex]
@InProceedings{Hayashida_2022_WACV, author = {Hayashida, Junya and Nishimura, Kazuya and Bise, Ryoma}, title = {Consistent Cell Tracking in Multi-Frames With Spatio-Temporal Context by Object-Level Warping Loss}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1727-1736} }
Learnable Adaptive Cosine Estimator (LACE) for Image Classification: Joshua Peeples,

Connor H. McCurley,

Sarah Walker,

Dylan Stewart,

Alina Zare; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Peeples_2022_WACV, author = {Peeples, Joshua and McCurley, Connor H. and Walker, Sarah and Stewart, Dylan and Zare, Alina}, title = {Learnable Adaptive Cosine Estimator (LACE) for Image Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3479-3489} }
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search: Yifan Jiang,

Xinyu Gong,

Junru Wu,

Humphrey Shi,

Zhicheng Yan,

Zhangyang Wang; [pdf] [supp]
[bibtex]
@InProceedings{Jiang_2022_WACV, author = {Jiang, Yifan and Gong, Xinyu and Wu, Junru and Shi, Humphrey and Yan, Zhicheng and Wang, Zhangyang}, title = {Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2554-2563} }
Learned Event-Based Visual Perception for Improved Space Object Detection: Nikolaus Salvatore,

Justin Fletcher; [pdf] [supp]
[bibtex]
@InProceedings{Salvatore_2022_WACV, author = {Salvatore, Nikolaus and Fletcher, Justin}, title = {Learned Event-Based Visual Perception for Improved Space Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2888-2897} }
Biomass Prediction With 3D Point Clouds From LiDAR: Liyuan Pan,

Liu Liu,

Anthony G. Condon,

Gonzalo M. Estavillo,

Robert A. Coe,

Geoff Bull,

Eric A. Stone,

Lars Petersson,

Vivien Rolland; [pdf]
[bibtex]
@InProceedings{Pan_2022_WACV, author = {Pan, Liyuan and Liu, Liu and Condon, Anthony G. and Estavillo, Gonzalo M. and Coe, Robert A. and Bull, Geoff and Stone, Eric A. and Petersson, Lars and Rolland, Vivien}, title = {Biomass Prediction With 3D Point Clouds From LiDAR}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1330-1340} }
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries: Adriano Cardace,

Pierluigi Zama Ramirez,

Samuele Salti,

Luigi Di Stefano; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Cardace_2022_WACV, author = {Cardace, Adriano and Ramirez, Pierluigi Zama and Salti, Samuele and Di Stefano, Luigi}, title = {Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1160-1170} }
S2-MLP: Spatial-Shift MLP Architecture for Vision: Tan Yu,

Xu Li,

Yunfeng Cai,

Mingming Sun,

Ping Li; [pdf]
[bibtex]
@InProceedings{Yu_2022_WACV, author = {Yu, Tan and Li, Xu and Cai, Yunfeng and Sun, Mingming and Li, Ping}, title = {S2-MLP: Spatial-Shift MLP Architecture for Vision}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {297-306} }
Deep Feature Prior Guided Face Deblurring: Soo Hyun Jung,

Tae Bok Lee,

Yong Seok Heo; [pdf] [supp]
[bibtex]
@InProceedings{Jung_2022_WACV, author = {Jung, Soo Hyun and Lee, Tae Bok and Heo, Yong Seok}, title = {Deep Feature Prior Guided Face Deblurring}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3531-3540} }
Supervised Compression for Resource-Constrained Edge Computing Systems: Yoshitomo Matsubara,

Ruihan Yang,

Marco Levorato,

Stephan Mandt; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Matsubara_2022_WACV, author = {Matsubara, Yoshitomo and Yang, Ruihan and Levorato, Marco and Mandt, Stephan}, title = {Supervised Compression for Resource-Constrained Edge Computing Systems}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2685-2695} }
Pose-Guided Generative Adversarial Net for Novel View Action Synthesis: Xianhang Li,

Junhao Zhang,

Kunchang Li,

Shruti Vyas,

Yogesh S. Rawat; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Xianhang and Zhang, Junhao and Li, Kunchang and Vyas, Shruti and Rawat, Yogesh S.}, title = {Pose-Guided Generative Adversarial Net for Novel View Action Synthesis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3861-3870} }
COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains: Puneet Mangla,

Shivam Chandhok,

Vineeth N Balasubramanian,

Fahad Shahbaz Khan; [pdf] [supp]
[bibtex]
@InProceedings{Mangla_2022_WACV, author = {Mangla, Puneet and Chandhok, Shivam and Balasubramanian, Vineeth N and Khan, Fahad Shahbaz}, title = {COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {865-874} }
Action Anticipation Using Latent Goal Learning: Debaditya Roy,

Basura Fernando; [pdf]
[bibtex]
@InProceedings{Roy_2022_WACV, author = {Roy, Debaditya and Fernando, Basura}, title = {Action Anticipation Using Latent Goal Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2745-2753} }
DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks: Cheeun Hong,

Heewon Kim,

Sungyong Baik,

Junghun Oh,

Kyoung Mu Lee; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hong_2022_WACV, author = {Hong, Cheeun and Kim, Heewon and Baik, Sungyong and Oh, Junghun and Lee, Kyoung Mu}, title = {DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2675-2684} }
Federated Multi-Target Domain Adaptation: Chun-Han Yao,

Boqing Gong,

Hang Qi,

Yin Cui,

Yukun Zhu,

Ming-Hsuan Yang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yao_2022_WACV, author = {Yao, Chun-Han and Gong, Boqing and Qi, Hang and Cui, Yin and Zhu, Yukun and Yang, Ming-Hsuan}, title = {Federated Multi-Target Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1424-1433} }
Single Source One Shot Reenactment Using Weighted Motion From Paired Feature Points: Soumya Tripathy,

Juho Kannala,

Esa Rahtu; [pdf] [arXiv]
[bibtex]
@InProceedings{Tripathy_2022_WACV, author = {Tripathy, Soumya and Kannala, Juho and Rahtu, Esa}, title = {Single Source One Shot Reenactment Using Weighted Motion From Paired Feature Points}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2715-2724} }
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks: Federico Nesti,

Giulio Rossolini,

Saasha Nair,

Alessandro Biondi,

Giorgio Buttazzo; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Nesti_2022_WACV, author = {Nesti, Federico and Rossolini, Giulio and Nair, Saasha and Biondi, Alessandro and Buttazzo, Giorgio}, title = {Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2280-2289} }
Generalized Facial Manipulation Detection With Edge Region Feature Extraction: Dong-Keon Kim,

Kwang-Su Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Dong-Keon and Kim, Kwang-Su}, title = {Generalized Facial Manipulation Detection With Edge Region Feature Extraction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2828-2838} }
Densely-Packed Object Detection via Hard Negative-Aware Anchor Attention: Sungmin Cho,

Jinwook Paeng,

Junseok Kwon; [pdf]
[bibtex]
@InProceedings{Cho_2022_WACV, author = {Cho, Sungmin and Paeng, Jinwook and Kwon, Junseok}, title = {Densely-Packed Object Detection via Hard Negative-Aware Anchor Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2635-2644} }
Meta-Meta Classification for One-Shot Learning: Arkabandhu Chowdhury,

Dipak Chaudhari,

Swarat Chaudhuri,

Chris Jermaine; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chowdhury_2022_WACV, author = {Chowdhury, Arkabandhu and Chaudhari, Dipak and Chaudhuri, Swarat and Jermaine, Chris}, title = {Meta-Meta Classification for One-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {177-186} }
Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database: Quentin Bammey,

Tina Nikoukhah,

Marina Gardella,

Rafael Grompone von Gioi,

Miguel Colom,

Jean-Michel Morel; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bammey_2022_WACV, author = {Bammey, Quentin and Nikoukhah, Tina and Gardella, Marina and von Gioi, Rafael Grompone and Colom, Miguel and Morel, Jean-Michel}, title = {Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3751-3760} }
Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound: Daekyung Kim,

Chang-Mo Nam,

Haesol Park,

Mijung Jang,

Kyong Joon Lee; [pdf]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Daekyung and Nam, Chang-Mo and Park, Haesol and Jang, Mijung and Lee, Kyong Joon}, title = {Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3912-3919} }
High Dynamic Range Imaging of Dynamic Scenes With Saturation Compensation but Without Explicit Motion Compensation: Haesoo Chung,

Nam Ik Cho; [pdf] [supp]
[bibtex]
@InProceedings{Chung_2022_WACV, author = {Chung, Haesoo and Cho, Nam Ik}, title = {High Dynamic Range Imaging of Dynamic Scenes With Saturation Compensation but Without Explicit Motion Compensation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2951-2961} }
Inpaint2Learn: A Self-Supervised Framework for Affordance Learning: Lingzhi Zhang,

Weiyu Du,

Shenghao Zhou,

Jiancong Wang,

Jianbo Shi; [pdf] [supp]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Lingzhi and Du, Weiyu and Zhou, Shenghao and Wang, Jiancong and Shi, Jianbo}, title = {Inpaint2Learn: A Self-Supervised Framework for Affordance Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2665-2674} }
RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly: Abhinav Narayan,

Rajendra Nagar,

Shanmuganathan Raman; [pdf] [supp]
[bibtex]
@InProceedings{Narayan_2022_WACV, author = {Narayan, Abhinav and Nagar, Rajendra and Raman, Shanmuganathan}, title = {RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {78-87} }
An Experimental Comparison of Multi-View Stereo Approaches on Satellite Images: Alvaro Gómez,

Gregory Randall,

Gabriele Facciolo,

Rafael Grompone von Gioi; [pdf]
[bibtex]
@InProceedings{Gomez_2022_WACV, author = {G\'omez, Alvaro and Randall, Gregory and Facciolo, Gabriele and von Gioi, Rafael Grompone}, title = {An Experimental Comparison of Multi-View Stereo Approaches on Satellite Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {844-853} }
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks: Seungbum Hong,

Jihun Yoon,

Min-Kook Choi,

Junmo Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hong_2022_WACV, author = {Hong, Seungbum and Yoon, Jihun and Choi, Min-Kook and Kim, Junmo}, title = {Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3318-3327} }
Video Salient Object Detection via Contrastive Features and Attention Modules: Yi-Wen Chen,

Xiaojie Jin,

Xiaohui Shen,

Ming-Hsuan Yang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Yi-Wen and Jin, Xiaojie and Shen, Xiaohui and Yang, Ming-Hsuan}, title = {Video Salient Object Detection via Contrastive Features and Attention Modules}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1320-1329} }
SWAG-V: Explanations for Video Using Superpixels Weighted by Average Gradients: Thomas Hartley,

Kirill Sidorov,

Christopher Willis,

David Marshall; [pdf] [supp]
[bibtex]
@InProceedings{Hartley_2022_WACV, author = {Hartley, Thomas and Sidorov, Kirill and Willis, Christopher and Marshall, David}, title = {SWAG-V: Explanations for Video Using Superpixels Weighted by Average Gradients}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {604-613} }
SIGNAV: Semantically-Informed GPS-Denied Navigation and Mapping in Visually-Degraded Environments: Alex Krasner,

Mikhail Sizintsev,

Abhinav Rajvanshi,

Han-Pang Chiu,

Niluthpol Mithun,

Kevin Kaighn,

Philip Miller,

Ryan Villamil,

Supun Samarasekera; [pdf] [supp]
[bibtex]
@InProceedings{Krasner_2022_WACV, author = {Krasner, Alex and Sizintsev, Mikhail and Rajvanshi, Abhinav and Chiu, Han-Pang and Mithun, Niluthpol and Kaighn, Kevin and Miller, Philip and Villamil, Ryan and Samarasekera, Supun}, title = {SIGNAV: Semantically-Informed GPS-Denied Navigation and Mapping in Visually-Degraded Environments}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2972-2981} }
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures: Medhini Narasimhan,

Shiry Ginosar,

Andrew Owens,

Alexei A. Efros,

Trevor Darrell; [pdf] [arXiv]
[bibtex]
@InProceedings{Narasimhan_2022_WACV, author = {Narasimhan, Medhini and Ginosar, Shiry and Owens, Andrew and Efros, Alexei A. and Darrell, Trevor}, title = {Strumming to the Beat: Audio-Conditioned Contrastive Video Textures}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3761-3770} }
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water: Leon Amadeus Varga,

Benjamin Kiefer,

Martin Messmer,

Andreas Zell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Varga_2022_WACV, author = {Varga, Leon Amadeus and Kiefer, Benjamin and Messmer, Martin and Zell, Andreas}, title = {SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2260-2270} }
Detail Preserving Residual Feature Pyramid Modules for Optical Flow: Libo Long,

Jochen Lang; [pdf] [arXiv]
[bibtex]
@InProceedings{Long_2022_WACV, author = {Long, Libo and Lang, Jochen}, title = {Detail Preserving Residual Feature Pyramid Modules for Optical Flow}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2100-2108} }
Novel-View Synthesis of Human Tourist Photos: Jonathan Freer,

Kwang Moo Yi,

Wei Jiang,

Jongwon Choi,

Hyung Jin Chang; [pdf]
[bibtex]
@InProceedings{Freer_2022_WACV, author = {Freer, Jonathan and Yi, Kwang Moo and Jiang, Wei and Choi, Jongwon and Chang, Hyung Jin}, title = {Novel-View Synthesis of Human Tourist Photos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3069-3076} }
Stylizing 3D Scene via Implicit Representation and HyperNetwork: Pei-Ze Chiang,

Meng-Shiun Tsai,

Hung-Yu Tseng,

Wei-Sheng Lai,

Wei-Chen Chiu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chiang_2022_WACV, author = {Chiang, Pei-Ze and Tsai, Meng-Shiun and Tseng, Hung-Yu and Lai, Wei-Sheng and Chiu, Wei-Chen}, title = {Stylizing 3D Scene via Implicit Representation and HyperNetwork}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1475-1484} }
Novel Ensemble Diversification Methods for Open-Set Scenarios: Miriam Farber,

Roman Goldenberg,

George Leifman,

Gal Novich; [pdf] [supp]
[bibtex]
@InProceedings{Farber_2022_WACV, author = {Farber, Miriam and Goldenberg, Roman and Leifman, George and Novich, Gal}, title = {Novel Ensemble Diversification Methods for Open-Set Scenarios}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1485-1494} }
Learning With Label Noise for Image Retrieval by Selecting Interactions: Sarah Ibrahimi,

Arnaud Sors,

Rafael Sampaio de Rezende,

Stéphane Clinchant; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ibrahimi_2022_WACV, author = {Ibrahimi, Sarah and Sors, Arnaud and de Rezende, Rafael Sampaio and Clinchant, St\'ephane}, title = {Learning With Label Noise for Image Retrieval by Selecting Interactions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2181-2190} }
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity: Tejan Karmali,

Abhinav Atrishi,

Sai Sree Harsha,

Susmit Agrawal,

Varun Jampani,

R. Venkatesh Babu; [pdf] [supp]
[bibtex]
@InProceedings{Karmali_2022_WACV, author = {Karmali, Tejan and Atrishi, Abhinav and Harsha, Sai Sree and Agrawal, Susmit and Jampani, Varun and Babu, R. Venkatesh}, title = {LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {623-632} }
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels: Evgenii Zheltonozhskii,

Chaim Baskin,

Avi Mendelson,

Alex M. Bronstein,

Or Litany; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zheltonozhskii_2022_WACV, author = {Zheltonozhskii, Evgenii and Baskin, Chaim and Mendelson, Avi and Bronstein, Alex M. and Litany, Or}, title = {Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1657-1667} }
Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation: Anran Liu,

Xiangsheng Huang,

Tong Li,

Pengcheng Ma; [pdf]
[bibtex]
@InProceedings{Liu_2022_WACV, author = {Liu, Anran and Huang, Xiangsheng and Li, Tong and Ma, Pengcheng}, title = {Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1046-1055} }
Dataset Knowledge Transfer for Class-Incremental Learning Without Memory: Habib Slim,

Eden Belouadah,

Adrian Popescu,

Darian Onchis; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Slim_2022_WACV, author = {Slim, Habib and Belouadah, Eden and Popescu, Adrian and Onchis, Darian}, title = {Dataset Knowledge Transfer for Class-Incremental Learning Without Memory}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {483-492} }
Enhanced Correlation Matching Based Video Frame Interpolation: Sungho Lee,

Narae Choi,

Woong Il Choi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Sungho and Choi, Narae and Choi, Woong Il}, title = {Enhanced Correlation Matching Based Video Frame Interpolation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2839-2847} }
Non-Local Attention Improves Description Generation for Retinal Images: Jia-Hong Huang,

Ting-Wei Wu,

C.-H. Huck Yang,

Zenglin Shi,

I-Hung Lin,

Jesper Tegner,

Marcel Worring; [pdf]
[bibtex]
@InProceedings{Huang_2022_WACV, author = {Huang, Jia-Hong and Wu, Ting-Wei and Yang, C.-H. Huck and Shi, Zenglin and Lin, I-Hung and Tegner, Jesper and Worring, Marcel}, title = {Non-Local Attention Improves Description Generation for Retinal Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1606-1615} }
Style Agnostic 3D Reconstruction via Adversarial Style Transfer: Felix Petersen,

Bastian Goldluecke,

Oliver Deussen,

Hilde Kuehne; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Petersen_2022_WACV, author = {Petersen, Felix and Goldluecke, Bastian and Deussen, Oliver and Kuehne, Hilde}, title = {Style Agnostic 3D Reconstruction via Adversarial Style Transfer}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3664-3673} }
A Deep Insight Into Measuring Face Image Utility With General and Face-Specific Image Quality Metrics: Biying Fu,

Cong Chen,

Olaf Henniger,

Naser Damer; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Fu_2022_WACV, author = {Fu, Biying and Chen, Cong and Henniger, Olaf and Damer, Naser}, title = {A Deep Insight Into Measuring Face Image Utility With General and Face-Specific Image Quality Metrics}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {905-914} }
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-Based Road Traffic Monitoring: Rafael Makrigiorgis,

Nicolas Hadjittoouli,

Christos Kyrkou,

Theocharis Theocharides; [pdf]
[bibtex]
@InProceedings{Makrigiorgis_2022_WACV, author = {Makrigiorgis, Rafael and Hadjittoouli, Nicolas and Kyrkou, Christos and Theocharides, Theocharis}, title = {AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-Based Road Traffic Monitoring}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2119-2128} }
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning: Fengyuan Yang,

Ruiping Wang,

Xilin Chen; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Fengyuan and Wang, Ruiping and Chen, Xilin}, title = {SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1056-1066} }
Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network: Jichao Kan,

Kun Hu,

Markus Hagenbuchner,

Ah Chung Tsoi,

Mohammed Bennamoun,

Zhiyong Wang; [pdf]
[bibtex]
@InProceedings{Kan_2022_WACV, author = {Kan, Jichao and Hu, Kun and Hagenbuchner, Markus and Tsoi, Ah Chung and Bennamoun, Mohammed and Wang, Zhiyong}, title = {Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3367-3376} }
Pose and Joint-Aware Action Recognition: Anshul Shah,

Shlok Mishra,

Ankan Bansal,

Jun-Cheng Chen,

Rama Chellappa,

Abhinav Shrivastava; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Shah_2022_WACV, author = {Shah, Anshul and Mishra, Shlok and Bansal, Ankan and Chen, Jun-Cheng and Chellappa, Rama and Shrivastava, Abhinav}, title = {Pose and Joint-Aware Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3850-3860} }
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog: Muchao Ye,

Quanzeng You,

Fenglong Ma; [pdf]
[bibtex]
@InProceedings{Ye_2022_WACV, author = {Ye, Muchao and You, Quanzeng and Ma, Fenglong}, title = {QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {248-256} }
Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition: Mirco Planamente,

Chiara Plizzari,

Emanuele Alberti,

Barbara Caputo; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Planamente_2022_WACV, author = {Planamente, Mirco and Plizzari, Chiara and Alberti, Emanuele and Caputo, Barbara}, title = {Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1807-1818} }
Detection and Localization of Facial Expression Manipulations: Ghazal Mazaheri,

Amit K. Roy-Chowdhury; [pdf]
[bibtex]
@InProceedings{Mazaheri_2022_WACV, author = {Mazaheri, Ghazal and Roy-Chowdhury, Amit K.}, title = {Detection and Localization of Facial Expression Manipulations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1035-1045} }
Unsupervised Learning for Human Sensing Using Radio Signals: Tianhong Li,

Lijie Fan,

Yuan Yuan,

Dina Katabi; [pdf]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Tianhong and Fan, Lijie and Yuan, Yuan and Katabi, Dina}, title = {Unsupervised Learning for Human Sensing Using Radio Signals}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3288-3297} }
Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach: Felix Ott,

David Rügamer,

Lucas Heublein,

Bernd Bischl,

Christopher Mutschler; [pdf] [supp]
[bibtex]
@InProceedings{Ott_2022_WACV, author = {Ott, Felix and R\"ugamer, David and Heublein, Lucas and Bischl, Bernd and Mutschler, Christopher}, title = {Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {266-276} }
An Investigation of Critical Issues in Bias Mitigation Techniques: Robik Shrestha,

Kushal Kafle,

Christopher Kanan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Shrestha_2022_WACV, author = {Shrestha, Robik and Kafle, Kushal and Kanan, Christopher}, title = {An Investigation of Critical Issues in Bias Mitigation Techniques}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1943-1954} }
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization: Markus Philipp,

Anna Alperovich,

Marielena Gutt-Will,

Andrea Mathis,

Stefan Saur,

Andreas Raabe,

Franziska Mathis-Ullrich; [pdf] [supp]
[bibtex]
@InProceedings{Philipp_2022_WACV, author = {Philipp, Markus and Alperovich, Anna and Gutt-Will, Marielena and Mathis, Andrea and Saur, Stefan and Raabe, Andreas and Mathis-Ullrich, Franziska}, title = {Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3612-3621} }
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation: Waqar Ahmed,

Pietro Morerio,

Vittorio Murino; [pdf] [supp]
[bibtex]
@InProceedings{Ahmed_2022_WACV, author = {Ahmed, Waqar and Morerio, Pietro and Murino, Vittorio}, title = {Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1616-1625} }
FLUID: Few-Shot Self-Supervised Image Deraining: Shyam Nandan Rai,

Rohit Saluja,

Chetan Arora,

Vineeth N Balasubramanian,

Anbumani Subramanian,

C.V. Jawahar; [pdf] [supp]
[bibtex]
@InProceedings{Rai_2022_WACV, author = {Rai, Shyam Nandan and Saluja, Rohit and Arora, Chetan and Balasubramanian, Vineeth N and Subramanian, Anbumani and Jawahar, C.V.}, title = {FLUID: Few-Shot Self-Supervised Image Deraining}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3077-3086} }
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval: Surgan Jandial,

Pinkesh Badjatiya,

Pranit Chawla,

Ayush Chopra,

Mausoom Sarkar,

Balaji Krishnamurthy; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jandial_2022_WACV, author = {Jandial, Surgan and Badjatiya, Pinkesh and Chawla, Pranit and Chopra, Ayush and Sarkar, Mausoom and Krishnamurthy, Balaji}, title = {SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4021-4030} }
Robust 3D Garment Digitization From Monocular 2D Images for 3D Virtual Try-On Systems: Sahib Majithia,

Sandeep N. Parameswaran,

Sadbhavana Babar,

Vikram Garg,

Astitva Srivastava,

Avinash Sharma; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Majithia_2022_WACV, author = {Majithia, Sahib and Parameswaran, Sandeep N. and Babar, Sadbhavana and Garg, Vikram and Srivastava, Astitva and Sharma, Avinash}, title = {Robust 3D Garment Digitization From Monocular 2D Images for 3D Virtual Try-On Systems}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3428-3438} }
Contextual Proposal Network for Action Localization: He-Yen Hsieh,

Ding-Jie Chen,

Tyng-Luh Liu; [pdf] [supp]
[bibtex]
@InProceedings{Hsieh_2022_WACV, author = {Hsieh, He-Yen and Chen, Ding-Jie and Liu, Tyng-Luh}, title = {Contextual Proposal Network for Action Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2129-2138} }
Tensor Feature Hallucination for Few-Shot Learning: Michalis Lazarou,

Tania Stathaki,

Yannis Avrithis; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lazarou_2022_WACV, author = {Lazarou, Michalis and Stathaki, Tania and Avrithis, Yannis}, title = {Tensor Feature Hallucination for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3500-3510} }
Semi-Supervised Multi-Task Learning for Semantics and Depth: Yufeng Wang,

Yi-Hsuan Tsai,

Wei-Chih Hung,

Wenrui Ding,

Shuo Liu,

Ming-Hsuan Yang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Yufeng and Tsai, Yi-Hsuan and Hung, Wei-Chih and Ding, Wenrui and Liu, Shuo and Yang, Ming-Hsuan}, title = {Semi-Supervised Multi-Task Learning for Semantics and Depth}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2505-2514} }
Extracting Vignetting and Grain Filter Effects From Photos: Abdelrahman Abdelhamed,

Jonghwa Yim,

Abhijith Punnappurath,

Michael S. Brown,

Jihwan Choe,

Kihwan Kim; [pdf] [supp]
[bibtex]
@InProceedings{Abdelhamed_2022_WACV, author = {Abdelhamed, Abdelrahman and Yim, Jonghwa and Punnappurath, Abhijith and Brown, Michael S. and Choe, Jihwan and Kim, Kihwan}, title = {Extracting Vignetting and Grain Filter Effects From Photos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1191-1199} }
Unsupervised Robust Domain Adaptation Without Source Data: Peshal Agarwal,

Danda Pani Paudel,

Jan-Nico Zaech,

Luc Van Gool; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Agarwal_2022_WACV, author = {Agarwal, Peshal and Paudel, Danda Pani and Zaech, Jan-Nico and Van Gool, Luc}, title = {Unsupervised Robust Domain Adaptation Without Source Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2009-2018} }
Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection: Su Pang,

Daniel Morris,

Hayder Radha; [pdf] [supp]
[bibtex]
@InProceedings{Pang_2022_WACV, author = {Pang, Su and Morris, Daniel and Radha, Hayder}, title = {Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {187-196} }
Typenet: Towards Camera Enabled Touch Typing on Flat Surfaces Through Self-Refinement: Ben Maman,

Amit Bermano; [pdf] [supp]
[bibtex]
@InProceedings{Maman_2022_WACV, author = {Maman, Ben and Bermano, Amit}, title = {Typenet: Towards Camera Enabled Touch Typing on Flat Surfaces Through Self-Refinement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1140-1149} }
Danish Fungi 2020 - Not Just Another Image Recognition Dataset: Lukáš Picek,

Milan Šulc,

Jiří Matas,

Thomas S. Jeppesen,

Jacob Heilmann-Clausen,

Thomas Læssøe,

Tobias Frøslev; [pdf]
[bibtex]
@InProceedings{Picek_2022_WACV, author = {Picek, Luk\'a\v{s} and \v{S}ulc, Milan and Matas, Ji\v{r}{\'\i} and Jeppesen, Thomas S. and Heilmann-Clausen, Jacob and L{\ae}ss{\o}e, Thomas and Fr{\o}slev, Tobias}, title = {Danish Fungi 2020 - Not Just Another Image Recognition Dataset}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1525-1535} }
Single Image Deraining Network With Rain Embedding Consistency and Layered LSTM: Yizhou Li,

Yusuke Monno,

Masatoshi Okutomi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Yizhou and Monno, Yusuke and Okutomi, Masatoshi}, title = {Single Image Deraining Network With Rain Embedding Consistency and Layered LSTM}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {4060-4069} }
Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion: Tanmay Kumar Sinha,

Jayadev Naram,

Pawan Kumar; [pdf]
[bibtex]
@InProceedings{Sinha_2022_WACV, author = {Sinha, Tanmay Kumar and Naram, Jayadev and Kumar, Pawan}, title = {Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3732-3740} }
On Black-Box Explanation for Face Verification: Domingo Mery,

Bernardita Morris; [pdf]
[bibtex]
@InProceedings{Mery_2022_WACV, author = {Mery, Domingo and Morris, Bernardita}, title = {On Black-Box Explanation for Face Verification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3418-3427} }
Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark: Pritish Sahu,

Karan Sikka,

Ajay Divakaran; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sahu_2022_WACV, author = {Sahu, Pritish and Sikka, Karan and Divakaran, Ajay}, title = {Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3654-3663} }
GANs Spatial Control via Inference-Time Adaptive Normalization: Karin Jakoel,

Liron Efraim,

Tamar Rott Shaham; [pdf] [supp]
[bibtex]
@InProceedings{Jakoel_2022_WACV, author = {Jakoel, Karin and Efraim, Liron and Shaham, Tamar Rott}, title = {GANs Spatial Control via Inference-Time Adaptive Normalization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2160-2169} }
SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation: Zhe Wang,

Hao Chen,

Xinyu Li,

Chunhui Liu,

Yuanjun Xiong,

Joseph Tighe,

Charless Fowlkes; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Zhe and Chen, Hao and Li, Xinyu and Liu, Chunhui and Xiong, Yuanjun and Tighe, Joseph and Fowlkes, Charless}, title = {SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1819-1828} }
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation: Maheen Rashid,

Sofia Broomé,

Katrina Ask,

Elin Hernlund,

Pia Haubro Andersen,

Hedvig Kjellström,

Yong Jae Lee; [pdf] [supp]
[bibtex]
@InProceedings{Rashid_2022_WACV, author = {Rashid, Maheen and Broom\'e, Sofia and Ask, Katrina and Hernlund, Elin and Andersen, Pia Haubro and Kjellstr\"om, Hedvig and Lee, Yong Jae}, title = {Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1646-1656} }
PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations: Chaoliang Zhong,

Jie Wang,

Cheng Feng,

Ying Zhang,

Jun Sun,

Yasuto Yokota; [pdf]
[bibtex]
@InProceedings{Zhong_2022_WACV, author = {Zhong, Chaoliang and Wang, Jie and Feng, Cheng and Zhang, Ying and Sun, Jun and Yokota, Yasuto}, title = {PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2329-2338} }
Latent Reweighting, an Almost Free Improvement for GANs: Thibaut Issenhuth,

Ugo Tanielian,

David Picard,

Jérémie Mary; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Issenhuth_2022_WACV, author = {Issenhuth, Thibaut and Tanielian, Ugo and Picard, David and Mary, J\'er\'emie}, title = {Latent Reweighting, an Almost Free Improvement for GANs}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1668-1677} }
3DFaceFill: An Analysis-by-Synthesis Approach To Face Completion: Rahul Dey,

Vishnu Naresh Boddeti; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dey_2022_WACV, author = {Dey, Rahul and Boddeti, Vishnu Naresh}, title = {3DFaceFill: An Analysis-by-Synthesis Approach To Face Completion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1586-1595} }
MisConv: Convolutional Neural Networks for Missing Data: Marcin Przewięźlikowski,

Marek Śmieja,

Łukasz Struski,

Jacek Tabor; [pdf] [supp]
[bibtex]
@InProceedings{Przewiezlikowski_2022_WACV, author = {Przewi\k{e}\'zlikowski, Marcin and \'Smieja, Marek and Struski, {\L}ukasz and Tabor, Jacek}, title = {MisConv: Convolutional Neural Networks for Missing Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2060-2069} }
Surrogate Model-Based Explainability Methods for Point Cloud NNs: Hanxiao Tan,

Helena Kotthaus; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tan_2022_WACV, author = {Tan, Hanxiao and Kotthaus, Helena}, title = {Surrogate Model-Based Explainability Methods for Point Cloud NNs}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2239-2248} }
3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar: Yawen Lu,

Guoyu Lu; [pdf]
[bibtex]
@InProceedings{Lu_2022_WACV, author = {Lu, Yawen and Lu, Guoyu}, title = {3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {68-77} }
Identifying Wrongly Predicted Samples: A Method for Active Learning: Rahaf Aljundi,

Nikolay Chumerin,

Daniel Olmeda Reino; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Aljundi_2022_WACV, author = {Aljundi, Rahaf and Chumerin, Nikolay and Reino, Daniel Olmeda}, title = {Identifying Wrongly Predicted Samples: A Method for Active Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2290-2298} }
Learning Color Representations for Low-Light Image Enhancement: Bomi Kim,

Sunhyeok Lee,

Nahyun Kim,

Donggon Jang,

Dae-Shik Kim; [pdf] [supp]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Bomi and Lee, Sunhyeok and Kim, Nahyun and Jang, Donggon and Kim, Dae-Shik}, title = {Learning Color Representations for Low-Light Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1455-1463} }
Event-Based Kilohertz Eye Tracking Using Coded Differential Lighting: Timo Stoffregen,

Hossein Daraei,

Clare Robinson,

Alexander Fix; [pdf] [supp]
[bibtex]
@InProceedings{Stoffregen_2022_WACV, author = {Stoffregen, Timo and Daraei, Hossein and Robinson, Clare and Fix, Alexander}, title = {Event-Based Kilohertz Eye Tracking Using Coded Differential Lighting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2515-2523} }
DeepPatent: Large Scale Patent Drawing Recognition and Retrieval: Michal Kucer,

Diane Oyen,

Juan Castorena,

Jian Wu; [pdf] [supp]
[bibtex]
@InProceedings{Kucer_2022_WACV, author = {Kucer, Michal and Oyen, Diane and Castorena, Juan and Wu, Jian}, title = {DeepPatent: Large Scale Patent Drawing Recognition and Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2309-2318} }
Creating and Reenacting Controllable 3D Humans With Differentiable Rendering: Thiago L. Gomes,

Thiago M. Coutinho,

Rafael Azevedo,

Renato Martins,

Erickson R. Nascimento; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gomes_2022_WACV, author = {Gomes, Thiago L. and Coutinho, Thiago M. and Azevedo, Rafael and Martins, Renato and Nascimento, Erickson R.}, title = {Creating and Reenacting Controllable 3D Humans With Differentiable Rendering}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1687-1696} }
Improving Object Detection by Label Assignment Distillation: Chuong H. Nguyen,

Thuy C. Nguyen,

Tuan N. Tang,

Nam L.H. Phan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Nguyen_2022_WACV, author = {Nguyen, Chuong H. and Nguyen, Thuy C. and Tang, Tuan N. and Phan, Nam L.H.}, title = {Improving Object Detection by Label Assignment Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1005-1014} }
MAPS: Multimodal Attention for Product Similarity: Nilotpal Das,

Aniket Joshi,

Promod Yenigalla,

Gourav Agrwal; [pdf]
[bibtex]
@InProceedings{Das_2022_WACV, author = {Das, Nilotpal and Joshi, Aniket and Yenigalla, Promod and Agrwal, Gourav}, title = {MAPS: Multimodal Attention for Product Similarity}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3338-3346} }
Physical Adversarial Attacks on an Aerial Imagery Object Detector: Andrew Du,

Bo Chen,

Tat-Jun Chin,

Yee Wei Law,

Michele Sasdelli,

Ramesh Rajasegaran,

Dillon Campbell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Du_2022_WACV, author = {Du, Andrew and Chen, Bo and Chin, Tat-Jun and Law, Yee Wei and Sasdelli, Michele and Rajasegaran, Ramesh and Campbell, Dillon}, title = {Physical Adversarial Attacks on an Aerial Imagery Object Detector}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1796-1806} }
Weakly Supervised Learning for Joint Image Denoising and Protein Localization in Cryo-Electron Microscopy: Qinwen Huang,

Ye Zhou,

Hsuan-Fu Liu,

Alberto Bartesaghi; [pdf] [supp]
[bibtex]
@InProceedings{Huang_2022_WACV, author = {Huang, Qinwen and Zhou, Ye and Liu, Hsuan-Fu and Bartesaghi, Alberto}, title = {Weakly Supervised Learning for Joint Image Denoising and Protein Localization in Cryo-Electron Microscopy}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3246-3255} }
Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency: Eun Sun Lee,

Junho Kim,

Young Min Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Eun Sun and Kim, Junho and Kim, Young Min}, title = {Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1707-1716} }
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation: Umut Kocasari,

Alara Dirik,

Mert Tiftikci,

Pinar Yanardag; [pdf] [arXiv]
[bibtex]
@InProceedings{Kocasari_2022_WACV, author = {Kocasari, Umut and Dirik, Alara and Tiftikci, Mert and Yanardag, Pinar}, title = {StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {895-904} }
One-Shot Compositional Data Generation for Low Resource Handwritten Text Recognition: Mohamed Ali Souibgui,

Ali Furkan Biten,

Sounak Dey,

Alicia Fornés,

Yousri Kessentini,

Lluís Gómez,

Dimosthenis Karatzas,

Josep Lladós; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Souibgui_2022_WACV, author = {Souibgui, Mohamed Ali and Biten, Ali Furkan and Dey, Sounak and Forn\'es, Alicia and Kessentini, Yousri and G\'omez, Llu{\'\i}s and Karatzas, Dimosthenis and Llad\'os, Josep}, title = {One-Shot Compositional Data Generation for Low Resource Handwritten Text Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {935-943} }
PhotoWCT2: Compact Autoencoder for Photorealistic Style Transfer Resulting From Blockwise Training and Skip Connections of High-Frequency Residuals: Tai-Yin Chiu,

Danna Gurari; [pdf] [supp]
[bibtex]
@InProceedings{Chiu_2022_WACV, author = {Chiu, Tai-Yin and Gurari, Danna}, title = {PhotoWCT2: Compact Autoencoder for Photorealistic Style Transfer Resulting From Blockwise Training and Skip Connections of High-Frequency Residuals}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2868-2877} }
Enhancing Few-Shot Image Classification With Unlabelled Examples: Peyman Bateni,

Jarred Barber,

Jan-Willem van de Meent,

Frank Wood; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bateni_2022_WACV, author = {Bateni, Peyman and Barber, Jarred and van de Meent, Jan-Willem and Wood, Frank}, title = {Enhancing Few-Shot Image Classification With Unlabelled Examples}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2796-2805} }
Masking Modalities for Cross-Modal Video Retrieval: Valentin Gabeur,

Arsha Nagrani,

Chen Sun,

Karteek Alahari,

Cordelia Schmid; [pdf] [arXiv]
[bibtex]
@InProceedings{Gabeur_2022_WACV, author = {Gabeur, Valentin and Nagrani, Arsha and Sun, Chen and Alahari, Karteek and Schmid, Cordelia}, title = {Masking Modalities for Cross-Modal Video Retrieval}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1766-1775} }
Global Assists Local: Effective Aerial Representations for Field of View Constrained Image Geo-Localization: Royston Rodrigues,

Masahiro Tani; [pdf]
[bibtex]
@InProceedings{Rodrigues_2022_WACV, author = {Rodrigues, Royston and Tani, Masahiro}, title = {Global Assists Local: Effective Aerial Representations for Field of View Constrained Image Geo-Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3871-3879} }
StickyLocalization: Robust End-to-End Relocalization on Point Clouds Using Graph Neural Networks: Kai Fischer,

Martin Simon,

Stefan Milz,

Patrick Mäder; [pdf] [supp]
[bibtex]
@InProceedings{Fischer_2022_WACV, author = {Fischer, Kai and Simon, Martin and Milz, Stefan and M\"ader, Patrick}, title = {StickyLocalization: Robust End-to-End Relocalization on Point Clouds Using Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2962-2971} }
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking: Daitao Xing,

Nikolaos Evangeliou,

Athanasios Tsoukalas,

Anthony Tzes; [pdf] [arXiv]
[bibtex]
@InProceedings{Xing_2022_WACV, author = {Xing, Daitao and Evangeliou, Nikolaos and Tsoukalas, Athanasios and Tzes, Anthony}, title = {Siamese Transformer Pyramid Networks for Real-Time UAV Tracking}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2139-2148} }
Automated Defect Inspection in Reverse Engineering of Integrated Circuits: Ann-Christin Bette,

Patrick Brus,

Gabor Balazs,

Matthias Ludwig,

Alois Knoll; [pdf]
[bibtex]
@InProceedings{Bette_2022_WACV, author = {Bette, Ann-Christin and Brus, Patrick and Balazs, Gabor and Ludwig, Matthias and Knoll, Alois}, title = {Automated Defect Inspection in Reverse Engineering of Integrated Circuits}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1596-1605} }
Improving Model Generalization by Agreement of Learned Representations From Data Augmentation: Rowel Atienza; [pdf] [arXiv]
[bibtex]
@InProceedings{Atienza_2022_WACV, author = {Atienza, Rowel}, title = {Improving Model Generalization by Agreement of Learned Representations From Data Augmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {372-381} }
Facial Attribute Transformers for Precise and Robust Makeup Transfer: Zhaoyi Wan,

Haoran Chen,

Jie An,

Wentao Jiang,

Cong Yao,

Jiebo Luo; [pdf] [supp]
[bibtex]
@InProceedings{Wan_2022_WACV, author = {Wan, Zhaoyi and Chen, Haoran and An, Jie and Jiang, Wentao and Yao, Cong and Luo, Jiebo}, title = {Facial Attribute Transformers for Precise and Robust Makeup Transfer}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1717-1726} }
Auto White-Balance Correction for Mixed-Illuminant Scenes: Mahmoud Afifi,

Marcus A. Brubaker,

Michael S. Brown; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Afifi_2022_WACV, author = {Afifi, Mahmoud and Brubaker, Marcus A. and Brown, Michael S.}, title = {Auto White-Balance Correction for Mixed-Illuminant Scenes}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1210-1219} }
Registration of Human Point Set Using Automatic Key Point Detection and Region-Aware Features: Amar Maharjan,

Xiaohui Yuan; [pdf]
[bibtex]
@InProceedings{Maharjan_2022_WACV, author = {Maharjan, Amar and Yuan, Xiaohui}, title = {Registration of Human Point Set Using Automatic Key Point Detection and Region-Aware Features}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {741-749} }
Monocular Depth Estimation With Adaptive Geometric Attention: Taher Naderi,

Amir Sadovnik,

Jason Hayward,

Hairong Qi; [pdf]
[bibtex]
@InProceedings{Naderi_2022_WACV, author = {Naderi, Taher and Sadovnik, Amir and Hayward, Jason and Qi, Hairong}, title = {Monocular Depth Estimation With Adaptive Geometric Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {944-954} }
ForeSI: Success-Aware Visual Navigation Agent: Mahdi Kazemi Moghaddam,

Ehsan Abbasnejad,

Qi Wu,

Javen Qinfeng Shi,

Anton Van Den Hengel; [pdf] [supp]
[bibtex]
@InProceedings{Moghaddam_2022_WACV, author = {Moghaddam, Mahdi Kazemi and Abbasnejad, Ehsan and Wu, Qi and Shi, Javen Qinfeng and Van Den Hengel, Anton}, title = {ForeSI: Success-Aware Visual Navigation Agent}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {691-700} }
Self-Supervised Test-Time Adaptation on Video Data: Fatemeh Azimi,

Sebastian Palacio,

Federico Raue,

Jörn Hees,

Luca Bertinetto,

Andreas Dengel; [pdf] [supp]
[bibtex]
@InProceedings{Azimi_2022_WACV, author = {Azimi, Fatemeh and Palacio, Sebastian and Raue, Federico and Hees, J\"orn and Bertinetto, Luca and Dengel, Andreas}, title = {Self-Supervised Test-Time Adaptation on Video Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3439-3448} }
Self-Supervised Learning of Domain Invariant Features for Depth Estimation: Hiroyasu Akada,

Shariq Farooq Bhat,

Ibraheem Alhashim,

Peter Wonka; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Akada_2022_WACV, author = {Akada, Hiroyasu and Bhat, Shariq Farooq and Alhashim, Ibraheem and Wonka, Peter}, title = {Self-Supervised Learning of Domain Invariant Features for Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3377-3387} }
Transductive Weakly-Supervised Player Detection Using Soccer Broadcast Videos: Chris Andrew Gadde,

C.V. Jawahar; [pdf] [supp]
[bibtex]
@InProceedings{Gadde_2022_WACV, author = {Gadde, Chris Andrew and Jawahar, C.V.}, title = {Transductive Weakly-Supervised Player Detection Using Soccer Broadcast Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {965-974} }
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception: Yiming Cui,

Zhiwen Cao,

Yixin Xie,

Xingyu Jiang,

Feng Tao,

Yingjie Victor Chen,

Lin Li,

Dongfang Liu; [pdf] [arXiv]
[bibtex]
@InProceedings{Cui_2022_WACV, author = {Cui, Yiming and Cao, Zhiwen and Xie, Yixin and Jiang, Xingyu and Tao, Feng and Chen, Yingjie Victor and Li, Lin and Liu, Dongfang}, title = {DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {58-67} }
FT-DeepNets: Fault-Tolerant Convolutional Neural Networks With Kernel-Based Duplication: Iljoo Baek,

Wei Chen,

Zhihao Zhu,

Soheil Samii,

Raj Rajkumar; [pdf]
[bibtex]
@InProceedings{Baek_2022_WACV, author = {Baek, Iljoo and Chen, Wei and Zhu, Zhihao and Samii, Soheil and Rajkumar, Raj}, title = {FT-DeepNets: Fault-Tolerant Convolutional Neural Networks With Kernel-Based Duplication}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {975-984} }
PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression: Duc Minh Vo,

Akihiro Sugimoto,

Hideki Nakayama; [pdf] [supp]
[bibtex]
@InProceedings{Vo_2022_WACV, author = {Vo, Duc Minh and Sugimoto, Akihiro and Nakayama, Hideki}, title = {PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2436-2444} }
T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation: Tariq M. Khan,

Antonio Robles-Kelly,

Syed S. Naqvi; [pdf]
[bibtex]
@InProceedings{Khan_2022_WACV, author = {Khan, Tariq M. and Robles-Kelly, Antonio and Naqvi, Syed S.}, title = {T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {644-653} }
Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model: Huiyu Gao,

Miaomiao Liu; [pdf] [supp]
[bibtex]
@InProceedings{Gao_2022_WACV, author = {Gao, Huiyu and Liu, Miaomiao}, title = {Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2475-2483} }
Visual Understanding of Complex Table Structures From Document Images: Sachin Raja,

Ajoy Mondal,

C.V. Jawahar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Raja_2022_WACV, author = {Raja, Sachin and Mondal, Ajoy and Jawahar, C.V.}, title = {Visual Understanding of Complex Table Structures From Document Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2299-2308} }
Digital and Physical-World Attacks on Remote Pulse Detection: Jeremy Speth,

Nathan Vance,

Patrick Flynn,

Kevin W. Bowyer,

Adam Czajka; [pdf] [arXiv]
[bibtex]
@InProceedings{Speth_2022_WACV, author = {Speth, Jeremy and Vance, Nathan and Flynn, Patrick and Bowyer, Kevin W. and Czajka, Adam}, title = {Digital and Physical-World Attacks on Remote Pulse Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2407-2416} }
SporeAgent: Reinforced Scene-Level Plausibility for Object Pose Refinement: Dominik Bauer,

Timothy Patten,

Markus Vincze; [pdf] [supp]
[bibtex]
@InProceedings{Bauer_2022_WACV, author = {Bauer, Dominik and Patten, Timothy and Vincze, Markus}, title = {SporeAgent: Reinforced Scene-Level Plausibility for Object Pose Refinement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {654-662} }
CFLOW-AD: Real-Time Unsupervised Anomaly Detection With Localization via Conditional Normalizing Flows: Denis Gudovskiy,

Shun Ishizaka,

Kazuki Kozuka; [pdf] [supp]
[bibtex]
@InProceedings{Gudovskiy_2022_WACV, author = {Gudovskiy, Denis and Ishizaka, Shun and Kozuka, Kazuki}, title = {CFLOW-AD: Real-Time Unsupervised Anomaly Detection With Localization via Conditional Normalizing Flows}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {98-107} }
Single Image Object Counting and Localizing Using Active-Learning: Inbar Huberman-Spiegelglas,

Raanan Fattal; [pdf]
[bibtex]
@InProceedings{Huberman-Spiegelglas_2022_WACV, author = {Huberman-Spiegelglas, Inbar and Fattal, Raanan}, title = {Single Image Object Counting and Localizing Using Active-Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1310-1319} }
Reconstructing Training Data From Diverse ML Models by Ensemble Inversion: Qian Wang,

Daniel Kurz; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Qian and Kurz, Daniel}, title = {Reconstructing Training Data From Diverse ML Models by Ensemble Inversion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2909-2917} }
Multi-Domain Incremental Learning for Semantic Segmentation: Prachi Garg,

Rohit Saluja,

Vineeth N Balasubramanian,

Chetan Arora,

Anbumani Subramanian,

C.V. Jawahar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Garg_2022_WACV, author = {Garg, Prachi and Saluja, Rohit and Balasubramanian, Vineeth N and Arora, Chetan and Subramanian, Anbumani and Jawahar, C.V.}, title = {Multi-Domain Incremental Learning for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {761-771} }
Multi-Task Classification of Sewer Pipe Defects and Properties Using a Cross-Task Graph Neural Network Decoder: Joakim Bruslund Haurum,

Meysam Madadi,

Sergio Escalera,

Thomas B. Moeslund; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Haurum_2022_WACV, author = {Haurum, Joakim Bruslund and Madadi, Meysam and Escalera, Sergio and Moeslund, Thomas B.}, title = {Multi-Task Classification of Sewer Pipe Defects and Properties Using a Cross-Task Graph Neural Network Decoder}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2806-2817} }
Efficient Counterfactual Debiasing for Visual Question Answering: Camila Kolling,

Martin More,

Nathan Gavenski,

Eduardo Pooch,

Otávio Parraga,

Rodrigo C. Barros; [pdf]
[bibtex]
@InProceedings{Kolling_2022_WACV, author = {Kolling, Camila and More, Martin and Gavenski, Nathan and Pooch, Eduardo and Parraga, Ot\'avio and Barros, Rodrigo C.}, title = {Efficient Counterfactual Debiasing for Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3001-3010} }
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning: Abdullah Abuolaim,

Mahmoud Afifi,

Michael S. Brown; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Abuolaim_2022_WACV, author = {Abuolaim, Abdullah and Afifi, Mahmoud and Brown, Michael S.}, title = {Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1231-1239} }
Hierarchical Proxy-Based Loss for Deep Metric Learning: Zhibo Yang,

Muhammet Bastan,

Xinliang Zhu,

Douglas Gray,

Dimitris Samaras; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Zhibo and Bastan, Muhammet and Zhu, Xinliang and Gray, Douglas and Samaras, Dimitris}, title = {Hierarchical Proxy-Based Loss for Deep Metric Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1859-1868} }
How Good Is Your Explanation? Algorithmic Stability Measures To Assess the Quality of Explanations for Deep Neural Networks: Thomas Fel,

David Vigouroux,

Rémi Cadène,

Thomas Serre; [pdf] [supp]
[bibtex]
@InProceedings{Fel_2022_WACV, author = {Fel, Thomas and Vigouroux, David and Cad\`ene, R\'emi and Serre, Thomas}, title = {How Good Is Your Explanation? Algorithmic Stability Measures To Assess the Quality of Explanations for Deep Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {720-730} }
Compensation Tracker: Reprocessing Lost Object for Multi-Object Tracking: Zhibo Zou,

Junjie Huang,

Ping Luo; [pdf]
[bibtex]
@InProceedings{Zou_2022_WACV, author = {Zou, Zhibo and Huang, Junjie and Luo, Ping}, title = {Compensation Tracker: Reprocessing Lost Object for Multi-Object Tracking}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {307-317} }
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild: Shivam Duggal,

Zihao Wang,

Wei-Chiu Ma,

Sivabalan Manivasagam,

Justin Liang,

Shenlong Wang,

Raquel Urtasun; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Duggal_2022_WACV, author = {Duggal, Shivam and Wang, Zihao and Ma, Wei-Chiu and Manivasagam, Sivabalan and Liang, Justin and Wang, Shenlong and Urtasun, Raquel}, title = {Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1900-1909} }
Hyperspectral Image Super-Resolution With RGB Image Super-Resolution as an Auxiliary Task: Ke Li,

Dengxin Dai,

Luc Van Gool; [pdf]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Ke and Dai, Dengxin and Van Gool, Luc}, title = {Hyperspectral Image Super-Resolution With RGB Image Super-Resolution as an Auxiliary Task}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3193-3202} }
Robust Lane Detection via Expanded Self Attention: Minhyeok Lee,

Junhyeop Lee,

Dogyoon Lee,

Woojin Kim,

Sangwon Hwang,

Sangyoun Lee; [pdf] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Minhyeok and Lee, Junhyeop and Lee, Dogyoon and Kim, Woojin and Hwang, Sangwon and Lee, Sangyoun}, title = {Robust Lane Detection via Expanded Self Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {533-542} }
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data: Kuluhan Binici,

Nam Trung Pham,

Tulika Mitra,

Karianto Leman; [pdf] [arXiv]
[bibtex]
@InProceedings{Binici_2022_WACV, author = {Binici, Kuluhan and Pham, Nam Trung and Mitra, Tulika and Leman, Karianto}, title = {Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {663-671} }
Data Augmented 3D Semantic Scene Completion With 2D Segmentation Priors: Aloisio Dourado,

Frederico Guth,

Teofilo de Campos; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dourado_2022_WACV, author = {Dourado, Aloisio and Guth, Frederico and de Campos, Teofilo}, title = {Data Augmented 3D Semantic Scene Completion With 2D Segmentation Priors}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3781-3790} }
Hole-Robust Wireframe Detection: Naejin Kong,

Kiwoong Park,

Harshith Goka; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kong_2022_WACV, author = {Kong, Naejin and Park, Kiwoong and Goka, Harshith}, title = {Hole-Robust Wireframe Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1636-1645} }
MUGL: Large Scale Multi Person Conditional Action Generation With Locomotion: Shubh Maheshwari,

Debtanu Gupta,

Ravi Kiran Sarvadevabhatla; [pdf] [arXiv]
[bibtex]
@InProceedings{Maheshwari_2022_WACV, author = {Maheshwari, Shubh and Gupta, Debtanu and Sarvadevabhatla, Ravi Kiran}, title = {MUGL: Large Scale Multi Person Conditional Action Generation With Locomotion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {257-265} }
Recursive Contour-Saliency Blending Network for Accurate Salient Object Detection: Yun Yi Ke,

Takahiro Tsubono; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ke_2022_WACV, author = {Ke, Yun Yi and Tsubono, Takahiro}, title = {Recursive Contour-Saliency Blending Network for Accurate Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2940-2950} }
Multi-Branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions: Sam Leroux,

Bo Li,

Pieter Simoens; [pdf]
[bibtex]
@InProceedings{Leroux_2022_WACV, author = {Leroux, Sam and Li, Bo and Simoens, Pieter}, title = {Multi-Branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2358-2366} }
Natural Language Video Moment Localization Through Query-Controlled Temporal Convolution: Lingyu Zhang,

Richard J. Radke; [pdf]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Lingyu and Radke, Richard J.}, title = {Natural Language Video Moment Localization Through Query-Controlled Temporal Convolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {682-690} }
WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking From Overhead Fisheye Cameras: Ozan Tezcan,

Zhihao Duan,

Mertcan Cokbas,

Prakash Ishwar,

Janusz Konrad; [pdf] [supp]
[bibtex]
@InProceedings{Tezcan_2022_WACV, author = {Tezcan, Ozan and Duan, Zhihao and Cokbas, Mertcan and Ishwar, Prakash and Konrad, Janusz}, title = {WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking From Overhead Fisheye Cameras}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {503-512} }
Seeing Implicit Neural Representations As Fourier Series: Nuri Benbarka,

Timon Höfer,

Hamd ul-Moqeet Riaz,

Andreas Zell; [pdf] [supp]
[bibtex]
@InProceedings{Benbarka_2022_WACV, author = {Benbarka, Nuri and H\"ofer, Timon and Riaz, Hamd ul-Moqeet and Zell, Andreas}, title = {Seeing Implicit Neural Representations As Fourier Series}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2041-2050} }
Human-Aided Saliency Maps Improve Generalization of Deep Learning: Aidan Boyd,

Kevin W. Bowyer,

Adam Czajka; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Boyd_2022_WACV, author = {Boyd, Aidan and Bowyer, Kevin W. and Czajka, Adam}, title = {Human-Aided Saliency Maps Improve Generalization of Deep Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2735-2744} }
Learning To Reconstruct 3D Non-Cuboid Room Layout From a Single RGB Image: Cheng Yang,

Jia Zheng,

Xili Dai,

Rui Tang,

Yi Ma,

Xiaojun Yuan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yang_2022_WACV, author = {Yang, Cheng and Zheng, Jia and Dai, Xili and Tang, Rui and Ma, Yi and Yuan, Xiaojun}, title = {Learning To Reconstruct 3D Non-Cuboid Room Layout From a Single RGB Image}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2534-2543} }
Channel Pruning via Lookahead Search Guided Reinforcement Learning: Zi Wang,

Chengcheng Li; [pdf] [supp]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Zi and Li, Chengcheng}, title = {Channel Pruning via Lookahead Search Guided Reinforcement Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2029-2040} }
Self-Supervised Shape Alignment for Sports Field Registration: Feng Shi,

Paul Marchwica,

Juan Camilo Gamboa Higuera,

Michael Jamieson,

Mehrsan Javan,

Parthipan Siva; [pdf] [supp]
[bibtex]
@InProceedings{Shi_2022_WACV, author = {Shi, Feng and Marchwica, Paul and Higuera, Juan Camilo Gamboa and Jamieson, Michael and Javan, Mehrsan and Siva, Parthipan}, title = {Self-Supervised Shape Alignment for Sports Field Registration}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {287-296} }
Intelligent Camera Selection Decisions for Target Tracking in a Camera Network: Anil Sharma,

Saket Anand,

Sanjit K Kaul; [pdf]
[bibtex]
@InProceedings{Sharma_2022_WACV, author = {Sharma, Anil and Anand, Saket and Kaul, Sanjit K}, title = {Intelligent Camera Selection Decisions for Target Tracking in a Camera Network}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3388-3397} }
Modeling Aleatoric Uncertainty for Camouflaged Object Detection: Jiawei Liu,

Jing Zhang,

Nick Barnes; [pdf]
[bibtex]
@InProceedings{Liu_2022_WACV, author = {Liu, Jiawei and Zhang, Jing and Barnes, Nick}, title = {Modeling Aleatoric Uncertainty for Camouflaged Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1445-1454} }
Cross-Modal Adversarial Reprogramming: Paarth Neekhara,

Shehzeen Hussain,

Jinglong Du,

Shlomo Dubnov,

Farinaz Koushanfar,

Julian McAuley; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Neekhara_2022_WACV, author = {Neekhara, Paarth and Hussain, Shehzeen and Du, Jinglong and Dubnov, Shlomo and Koushanfar, Farinaz and McAuley, Julian}, title = {Cross-Modal Adversarial Reprogramming}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2427-2435} }
Learning From the CNN-Based Compressed Domain: Zhenzhen Wang,

Minghai Qin,

Yen-Kuang Chen; [pdf]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Zhenzhen and Qin, Minghai and Chen, Yen-Kuang}, title = {Learning From the CNN-Based Compressed Domain}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3582-3590} }
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation: Luca Robbiano,

Muhammad Rameez Ur Rahman,

Fabio Galasso,

Barbara Caputo,

Fabio Maria Carlucci; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Robbiano_2022_WACV, author = {Robbiano, Luca and Rahman, Muhammad Rameez Ur and Galasso, Fabio and Caputo, Barbara and Carlucci, Fabio Maria}, title = {Adversarial Branch Architecture Search for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2918-2928} }
Perceptual Consistency in Video Segmentation: Yizhe Zhang,

Shubhankar Borse,

Hong Cai,

Ying Wang,

Ning Bi,

Xiaoyun Jiang,

Fatih Porikli; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Yizhe and Borse, Shubhankar and Cai, Hong and Wang, Ying and Bi, Ning and Jiang, Xiaoyun and Porikli, Fatih}, title = {Perceptual Consistency in Video Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2564-2573} }
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off: Vaibhav Vavilala,

David Forsyth; [pdf]
[bibtex]
@InProceedings{Vavilala_2022_WACV, author = {Vavilala, Vaibhav and Forsyth, David}, title = {Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3892-3901} }
Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns: Hirokatsu Kataoka,

Kensho Hara,

Ryusuke Hayashi,

Eisuke Yamagata,

Nakamasa Inoue; [pdf]
[bibtex]
@InProceedings{Kataoka_2022_WACV, author = {Kataoka, Hirokatsu and Hara, Kensho and Hayashi, Ryusuke and Yamagata, Eisuke and Inoue, Nakamasa}, title = {Spatiotemporal Initialization for 3D CNNs With Generated Motion Patterns}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1279-1288} }
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images: Shasvat Desai,

Debasmita Ghose; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Desai_2022_WACV, author = {Desai, Shasvat and Ghose, Debasmita}, title = {Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {553-563} }
Multi-Stream Dynamic Video Summarization: Mohamed Elfeki,

Liqiang Wang,

Ali Borji; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Elfeki_2022_WACV, author = {Elfeki, Mohamed and Wang, Liqiang and Borji, Ali}, title = {Multi-Stream Dynamic Video Summarization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {339-349} }
Multi-Domain Semantic Segmentation With Overlapping Labels: Petra Bevandić,

Marin Oršić,

Ivan Grubišić,

Josip Šarić,

Siniša Šegvić; [pdf] [supp]
[bibtex]
@InProceedings{Bevandic_2022_WACV, author = {Bevandi\'c, Petra and Or\v{s}i\'c, Marin and Grubi\v{s}i\'c, Ivan and \v{S}ari\'c, Josip and \v{S}egvi\'c, Sini\v{s}a}, title = {Multi-Domain Semantic Segmentation With Overlapping Labels}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2615-2624} }
Ortho-Shot: Low Displacement Rank Regularization With Data Augmentation for Few-Shot Learning: Uche Osahor,

Nasser M. Nasrabadi; [pdf]
[bibtex]
@InProceedings{Osahor_2022_WACV, author = {Osahor, Uche and Nasrabadi, Nasser M.}, title = {Ortho-Shot: Low Displacement Rank Regularization With Data Augmentation for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2200-2209} }
Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos: Reza Ghoddoosian,

Saif Sayed,

Vassilis Athitsos; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ghoddoosian_2022_WACV, author = {Ghoddoosian, Reza and Sayed, Saif and Athitsos, Vassilis}, title = {Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1922-1932} }
Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset: Lei Ji,

Chenfei Wu,

Daisy Zhou,

Kun Yan,

Edward Cui,

Xilin Chen,

Nan Duan; [pdf]
[bibtex]
@InProceedings{Ji_2022_WACV, author = {Ji, Lei and Wu, Chenfei and Zhou, Daisy and Yan, Kun and Cui, Edward and Chen, Xilin and Duan, Nan}, title = {Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1506-1515} }
DAD: Data-Free Adversarial Defense at Test Time: Gaurav Kumar Nayak,

Ruchit Rawal,

Anirban Chakraborty; [pdf] [supp]
[bibtex]
@InProceedings{Nayak_2022_WACV, author = {Nayak, Gaurav Kumar and Rawal, Ruchit and Chakraborty, Anirban}, title = {DAD: Data-Free Adversarial Defense at Test Time}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3562-3571} }
Geometry-Inspired Top-K Adversarial Perturbations: Nurislam Tursynbek,

Aleksandr Petiushko,

Ivan Oseledets; [pdf]
[bibtex]
@InProceedings{Tursynbek_2022_WACV, author = {Tursynbek, Nurislam and Petiushko, Aleksandr and Oseledets, Ivan}, title = {Geometry-Inspired Top-K Adversarial Perturbations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3398-3407} }
Shape-Coded ArUco: Fiducial Marker for Bridging 2D and 3D Modalities: Lilika Makabe,

Hiroaki Santo,

Fumio Okura,

Yasuyuki Matsushita; [pdf] [supp]
[bibtex]
@InProceedings{Makabe_2022_WACV, author = {Makabe, Lilika and Santo, Hiroaki and Okura, Fumio and Matsushita, Yasuyuki}, title = {Shape-Coded ArUco: Fiducial Marker for Bridging 2D and 3D Modalities}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2655-2664} }
Few-Shot Object Detection by Attending to Per-Sample-Prototype: Hojun Lee,

Myunggi Lee,

Nojun Kwak; [pdf] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Hojun and Lee, Myunggi and Kwak, Nojun}, title = {Few-Shot Object Detection by Attending to Per-Sample-Prototype}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2445-2454} }
How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition: Amor Ben Tanfous,

Aimen Zerroug,

Drew Linsley,

Thomas Serre; [pdf] [supp]
[bibtex]
@InProceedings{Ben_Tanfous_2022_WACV, author = {Ben Tanfous, Amor and Zerroug, Aimen and Linsley, Drew and Serre, Thomas}, title = {How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2696-2705} }
Interpretable Semantic Photo Geolocation: Jonas Theiner,

Eric Müller-Budack,

Ralph Ewerth; [pdf]
[bibtex]
@InProceedings{Theiner_2022_WACV, author = {Theiner, Jonas and M\"uller-Budack, Eric and Ewerth, Ralph}, title = {Interpretable Semantic Photo Geolocation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {750-760} }
Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization: Jun-Tae Lee,

Sungrack Yun,

Mihir Jain; [pdf]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Jun-Tae and Yun, Sungrack and Jain, Mihir}, title = {Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3213-3222} }
Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion From a Single-View Image: Yeong-Joon Ju,

Gun-Hee Lee,

Jung-Ho Hong,

Seong-Whan Lee; [pdf] [supp]
[bibtex]
@InProceedings{Ju_2022_WACV, author = {Ju, Yeong-Joon and Lee, Gun-Hee and Hong, Jung-Ho and Lee, Seong-Whan}, title = {Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion From a Single-View Image}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3711-3721} }
A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification: Renuka Sharma,

Satvik Mashkaria,

Suyash P. Awate; [pdf]
[bibtex]
@InProceedings{Sharma_2022_WACV, author = {Sharma, Renuka and Mashkaria, Satvik and Awate, Suyash P.}, title = {A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {595-603} }
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes: Sara Hahner,

Jochen Garcke; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hahner_2022_WACV, author = {Hahner, Sara and Garcke, Jochen}, title = {Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {885-894} }
PoP-Net: Pose Over Parts Network for Multi-Person 3D Pose Estimation From a Depth Image: Yuliang Guo,

Zhong Li,

Zekun Li,

Xiangyu Du,

Shuxue Quan,

Yi Xu; [pdf] [supp]
[bibtex]
@InProceedings{Guo_2022_WACV, author = {Guo, Yuliang and Li, Zhong and Li, Zekun and Du, Xiangyu and Quan, Shuxue and Xu, Yi}, title = {PoP-Net: Pose Over Parts Network for Multi-Person 3D Pose Estimation From a Depth Image}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1240-1249} }
Fusion Point Pruning for Optimized 2D Object Detection With Radar-Camera Fusion: Lukas Stäcker,

Philipp Heidenreich,

Jason Rambach,

Didier Stricker; [pdf]
[bibtex]
@InProceedings{Stacker_2022_WACV, author = {St\"acker, Lukas and Heidenreich, Philipp and Rambach, Jason and Stricker, Didier}, title = {Fusion Point Pruning for Optimized 2D Object Detection With Radar-Camera Fusion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3087-3094} }
CoordiNet: Uncertainty-Aware Pose Regressor for Reliable Vehicle Localization: Arthur Moreau,

Nathan Piasco,

Dzmitry Tsishkou,

Bogdan Stanciulescu,

Arnaud de La Fortelle; [pdf] [arXiv]
[bibtex]
@InProceedings{Moreau_2022_WACV, author = {Moreau, Arthur and Piasco, Nathan and Tsishkou, Dzmitry and Stanciulescu, Bogdan and de La Fortelle, Arnaud}, title = {CoordiNet: Uncertainty-Aware Pose Regressor for Reliable Vehicle Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2229-2238} }
TA-Net: Topology-Aware Network for Gland Segmentation: Haotian Wang,

Min Xian,

Aleksandar Vakanski; [pdf]
[bibtex]
@InProceedings{Wang_2022_WACV, author = {Wang, Haotian and Xian, Min and Vakanski, Aleksandar}, title = {TA-Net: Topology-Aware Network for Gland Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1556-1564} }
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs: Prakhar Ganesh,

Yao Chen,

Yin Yang,

Deming Chen,

Marianne Winslett; [pdf]
[bibtex]
@InProceedings{Ganesh_2022_WACV, author = {Ganesh, Prakhar and Chen, Yao and Yang, Yin and Chen, Deming and Winslett, Marianne}, title = {YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3267-3277} }
Mixed-Dual-Head Meets Box Priors: A Robust Framework for Semi-Supervised Segmentation: Chenshu Chen,

Tao Liu,

Wenming Tan,

Shiliang Pu; [pdf] [supp]
[bibtex]
@InProceedings{Chen_2022_WACV, author = {Chen, Chenshu and Liu, Tao and Tan, Wenming and Pu, Shiliang}, title = {Mixed-Dual-Head Meets Box Priors: A Robust Framework for Semi-Supervised Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1098-1108} }
Meta-Learning for Multi-Label Few-Shot Classification: Christian Simon,

Piotr Koniusz,

Mehrtash Harandi; [pdf] [arXiv]
[bibtex]
@InProceedings{Simon_2022_WACV, author = {Simon, Christian and Koniusz, Piotr and Harandi, Mehrtash}, title = {Meta-Learning for Multi-Label Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3951-3960} }
Modeling Dynamic Target Deformation in Camera Calibration: Annika Hagemann,

Moritz Knorr,

Christoph Stiller; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hagemann_2022_WACV, author = {Hagemann, Annika and Knorr, Moritz and Stiller, Christoph}, title = {Modeling Dynamic Target Deformation in Camera Calibration}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1747-1755} }
MTGLS: Multi-Task Gaze Estimation With Limited Supervision: Shreya Ghosh,

Munawar Hayat,

Abhinav Dhall,

Jarrod Knibbe; [pdf] [arXiv]
[bibtex]
@InProceedings{Ghosh_2022_WACV, author = {Ghosh, Shreya and Hayat, Munawar and Dhall, Abhinav and Knibbe, Jarrod}, title = {MTGLS: Multi-Task Gaze Estimation With Limited Supervision}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3223-3234} }
Online Continual Learning via Candidates Voting: Jiangpeng He,

Fengqing Zhu; [pdf] [arXiv]
[bibtex]
@InProceedings{He_2022_WACV, author = {He, Jiangpeng and Zhu, Fengqing}, title = {Online Continual Learning via Candidates Voting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3154-3163} }
Geometry-Aware Hierarchical Bayesian Learning on Manifolds: Yonghui Fan,

Yalin Wang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Fan_2022_WACV, author = {Fan, Yonghui and Wang, Yalin}, title = {Geometry-Aware Hierarchical Bayesian Learning on Manifolds}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1786-1795} }
MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation: Mustafa Sercan Amac,

Ahmet Sencan,

Bugra Baran,

Nazli Ikizler-Cinbis,

Ramazan Gokberk Cinbis; [pdf] [arXiv]
[bibtex]
@InProceedings{Amac_2022_WACV, author = {Amac, Mustafa Sercan and Sencan, Ahmet and Baran, Bugra and Ikizler-Cinbis, Nazli and Cinbis, Ramazan Gokberk}, title = {MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1067-1077} }
Measuring Hidden Bias Within Face Recognition via Racial Phenotypes: Seyma Yucer,

Furkan Tektas,

Noura Al Moubayed,

Toby P. Breckon; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yucer_2022_WACV, author = {Yucer, Seyma and Tektas, Furkan and Al Moubayed, Noura and Breckon, Toby P.}, title = {Measuring Hidden Bias Within Face Recognition via Racial Phenotypes}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {995-1004} }
Transferable 3D Adversarial Textures Using End-to-End Optimization: Camilo Pestana,

Naveed Akhtar,

Nazanin Rahnavard,

Mubarak Shah,

Ajmal Mian; [pdf] [supp]
[bibtex]
@InProceedings{Pestana_2022_WACV, author = {Pestana, Camilo and Akhtar, Naveed and Rahnavard, Nazanin and Shah, Mubarak and Mian, Ajmal}, title = {Transferable 3D Adversarial Textures Using End-to-End Optimization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {88-97} }
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution: Chenyu You,

Lianyi Han,

Aosong Feng,

Ruihan Zhao,

Hui Tang,

Wei Fan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{You_2022_WACV, author = {You, Chenyu and Han, Lianyi and Feng, Aosong and Zhao, Ruihan and Tang, Hui and Fan, Wei}, title = {MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1401-1411} }
Single-Photon Camera Guided Extreme Dynamic Range Imaging: Yuhao Liu,

Felipe Gutierrez-Barragan,

Atul Ingle,

Mohit Gupta,

Andreas Velten; [pdf] [supp]
[bibtex]
@InProceedings{Liu_2022_WACV, author = {Liu, Yuhao and Gutierrez-Barragan, Felipe and Ingle, Atul and Gupta, Mohit and Velten, Andreas}, title = {Single-Photon Camera Guided Extreme Dynamic Range Imaging}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1575-1585} }
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection: Fuxun Yu,

Di Wang,

Yinpeng Chen,

Nikolaos Karianakis,

Tong Shen,

Pei Yu,

Dimitrios Lymberopoulos,

Sidi Lu,

Weisong Shi,

Xiang Chen; [pdf]
[bibtex]
@InProceedings{Yu_2022_WACV, author = {Yu, Fuxun and Wang, Di and Chen, Yinpeng and Karianakis, Nikolaos and Shen, Tong and Yu, Pei and Lymberopoulos, Dimitrios and Lu, Sidi and Shi, Weisong and Chen, Xiang}, title = {SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {382-391} }
Lightweight Monocular Depth With a Novel Neural Architecture Search Method: Lam Huynh,

Phong Nguyen,

Jiří Matas,

Esa Rahtu,

Janne Heikkilä; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Huynh_2022_WACV, author = {Huynh, Lam and Nguyen, Phong and Matas, Ji\v{r}{\'\i} and Rahtu, Esa and Heikkil\"a, Janne}, title = {Lightweight Monocular Depth With a Novel Neural Architecture Search Method}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3643-3653} }
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search: Xin Xia,

Xuefeng Xiao,

Xing Wang,

Min Zheng; [pdf] [arXiv]
[bibtex]
@InProceedings{Xia_2022_WACV, author = {Xia, Xin and Xiao, Xuefeng and Wang, Xing and Zheng, Min}, title = {Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2455-2464} }
Improving Fractal Pre-Training: Connor Anderson,

Ryan Farrell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Anderson_2022_WACV, author = {Anderson, Connor and Farrell, Ryan}, title = {Improving Fractal Pre-Training}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1300-1309} }
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation: Yecheng Lyu,

Xinming Huang,

Ziming Zhang; [pdf] [arXiv]
[bibtex]
@InProceedings{Lyu_2022_WACV, author = {Lyu, Yecheng and Huang, Xinming and Zhang, Ziming}, title = {EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {854-864} }
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation: Ziwen Li,

Bo Xu,

Han Huang,

Cheng Lu,

Yandong Guo; [pdf] [arXiv]
[bibtex]
@InProceedings{Li_2022_WACV, author = {Li, Ziwen and Xu, Bo and Huang, Han and Lu, Cheng and Guo, Yandong}, title = {Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {430-439} }
M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers: Tianrui Guan,

Jun Wang,

Shiyi Lan,

Rohan Chandra,

Zuxuan Wu,

Larry Davis,

Dinesh Manocha; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Guan_2022_WACV, author = {Guan, Tianrui and Wang, Jun and Lan, Shiyi and Chandra, Rohan and Wu, Zuxuan and Davis, Larry and Manocha, Dinesh}, title = {M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {772-782} }
Tensor-Based Non-Rigid Structure From Motion: Stella Graßhof,

Sami Sebastian Brandt; [pdf] [supp]
[bibtex]
@InProceedings{Grasshof_2022_WACV, author = {Gra{\ss}hof, Stella and Brandt, Sami Sebastian}, title = {Tensor-Based Non-Rigid Structure From Motion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3011-3020} }
Data InStance Prior (DISP) in Generative Adversarial Networks: Puneet Mangla,

Nupur Kumari,

Mayank Singh,

Balaji Krishnamurthy,

Vineeth N. Balasubramanian; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mangla_2022_WACV, author = {Mangla, Puneet and Kumari, Nupur and Singh, Mayank and Krishnamurthy, Balaji and Balasubramanian, Vineeth N.}, title = {Data InStance Prior (DISP) in Generative Adversarial Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {451-461} }
EdgeConv With Attention Module for Monocular Depth Estimation: Minhyeok Lee,

Sangwon Hwang,

Chaewon Park,

Sangyoun Lee; [pdf] [arXiv]
[bibtex]
@InProceedings{Lee_2022_WACV, author = {Lee, Minhyeok and Hwang, Sangwon and Park, Chaewon and Lee, Sangyoun}, title = {EdgeConv With Attention Module for Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2858-2867} }
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting: Martine Toering,

Ioannis Gatopoulos,

Maarten Stol,

Vincent Tao Hu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Toering_2022_WACV, author = {Toering, Martine and Gatopoulos, Ioannis and Stol, Maarten and Hu, Vincent Tao}, title = {Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {108-118} }
To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors: Vaishnavi Khindkar,

Chetan Arora,

Vineeth N Balasubramanian,

Anbumani Subramanian,

Rohit Saluja,

C.V. Jawahar; [pdf] [supp]
[bibtex]
@InProceedings{Khindkar_2022_WACV, author = {Khindkar, Vaishnavi and Arora, Chetan and Balasubramanian, Vineeth N and Subramanian, Anbumani and Saluja, Rohit and Jawahar, C.V.}, title = {To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3632-3642} }
EZCrop: Energy-Zoned Channels for Robust Output Pruning: Rui Lin,

Jie Ran,

Dongpeng Wang,

King Hung Chiu,

Ngai Wong; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lin_2022_WACV, author = {Lin, Rui and Ran, Jie and Wang, Dongpeng and Chiu, King Hung and Wong, Ngai}, title = {EZCrop: Energy-Zoned Channels for Robust Output Pruning}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {19-28} }
Geometrically Adaptive Dictionary Attack on Face Recognition: Junyoung Byun,

Hyojun Go,

Changick Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Byun_2022_WACV, author = {Byun, Junyoung and Go, Hyojun and Kim, Changick}, title = {Geometrically Adaptive Dictionary Attack on Face Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {3021-3030} }
A Riemannian Framework for Analysis of Human Body Surface: Emery Pierson,

Mohamed Daoudi,

Alice-Barbara Tumpach; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Pierson_2022_WACV, author = {Pierson, Emery and Daoudi, Mohamed and Tumpach, Alice-Barbara}, title = {A Riemannian Framework for Analysis of Human Body Surface}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2991-3000} }
Hyper-Convolution Networks for Biomedical Image Segmentation: Tianyu Ma,

Adrian V. Dalca,

Mert R. Sabuncu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ma_2022_WACV, author = {Ma, Tianyu and Dalca, Adrian V. and Sabuncu, Mert R.}, title = {Hyper-Convolution Networks for Biomedical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1933-1942} }
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation: Yizhe Zhang,

Shubhankar Borse,

Hong Cai,

Fatih Porikli; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhang_2022_WACV, author = {Zhang, Yizhe and Borse, Shubhankar and Cai, Hong and Porikli, Fatih}, title = {AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {2339-2348} }
Busy-Quiet Video Disentangling for Video Classification: Guoxi Huang,

Adrian G. Bors; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Huang_2022_WACV, author = {Huang, Guoxi and Bors, Adrian G.}, title = {Busy-Quiet Video Disentangling for Video Classification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, month = {January}, year = {2022}, pages = {1341-1350} }