CVPR 2022 Open Access Repository

Demos

Scenic: A JAX Library for Computer Vision Research and Beyond: Mostafa Dehghani,

Alexey Gritsenko,

Anurag Arnab,

Matthias Minderer,

Yi Tay; [pdf] [arXiv]
[bibtex]
@InProceedings{Dehghani_2022_CVPR, author = {Dehghani, Mostafa and Gritsenko, Alexey and Arnab, Anurag and Minderer, Matthias and Tay, Yi}, title = {Scenic: A JAX Library for Computer Vision Research and Beyond}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21393-21398} }
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides: Parmida Ghahremani,

Joseph Marino,

Ricardo Dodds,

Saad Nadeem; [pdf] [arXiv]
[bibtex]
@InProceedings{Ghahremani_2022_CVPR, author = {Ghahremani, Parmida and Marino, Joseph and Dodds, Ricardo and Nadeem, Saad}, title = {DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21399-21405} }
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers: Estelle Aflalo,

Meng Du,

Shao-Yen Tseng,

Yongfei Liu,

Chenfei Wu,

Nan Duan,

Vasudev Lal; [pdf]
[bibtex]
@InProceedings{Aflalo_2022_CVPR, author = {Aflalo, Estelle and Du, Meng and Tseng, Shao-Yen and Liu, Yongfei and Wu, Chenfei and Duan, Nan and Lal, Vasudev}, title = {VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21406-21415} }
GeoEngine: A Platform for Production-Ready Geospatial Research: Sagar Verma,

Siddharth Gupta,

Hal Shin,

Akash Panigrahi,

Shubham Goswami,

Shweta Pardeshi,

Natanael Exe,

Ujwal Dutta,

Tanka Raj Joshi,

Nitin Bhojwani; [pdf]
[bibtex]
@InProceedings{Verma_2022_CVPR, author = {Verma, Sagar and Gupta, Siddharth and Shin, Hal and Panigrahi, Akash and Goswami, Shubham and Pardeshi, Shweta and Exe, Natanael and Dutta, Ujwal and Joshi, Tanka Raj and Bhojwani, Nitin}, title = {GeoEngine: A Platform for Production-Ready Geospatial Research}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21416-21424} }
Talking Face Generation With Multilingual TTS: Hyoung-Kyu Song,

Sang Hoon Woo,

Junhyeok Lee,

Seungmin Yang,

Hyunjae Cho,

Youseong Lee,

Dongho Choi,

Kang-wook Kim; [pdf] [arXiv]
[bibtex]
@InProceedings{Song_2022_CVPR, author = {Song, Hyoung-Kyu and Woo, Sang Hoon and Lee, Junhyeok and Yang, Seungmin and Cho, Hyunjae and Lee, Youseong and Choi, Dongho and Kim, Kang-wook}, title = {Talking Face Generation With Multilingual TTS}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21425-21430} }
Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device: Hyojin Park,

Alan Yessenbayev,

Tushar Singhal,

Navin Kumar Adhikari,

Yizhe Zhang,

Shubhankar Mangesh Borse,

Hong Cai,

Nilesh Prasad Pandey,

Fei Yin,

Frank Mayer,

Balaji Calidas,

Fatih Porikli; [pdf] [supp]
[bibtex]
@InProceedings{Park_2022_CVPR, author = {Park, Hyojin and Yessenbayev, Alan and Singhal, Tushar and Adhikari, Navin Kumar and Zhang, Yizhe and Borse, Shubhankar Mangesh and Cai, Hong and Pandey, Nilesh Prasad and Yin, Fei and Mayer, Frank and Calidas, Balaji and Porikli, Fatih}, title = {Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21431-21438} }
BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster: Jason (Jinquan) Dai,

Ding Ding,

Dongjie Shi,

Shengsheng Huang,

Jiao Wang,

Xin Qiu,

Kai Huang,

Guoqiong Song,

Yang Wang,

Qiyuan Gong,

Jiaming Song,

Shan Yu,

Le Zheng,

Yina Chen,

Junwei Deng,

Ge Song; [pdf] [supp]
[bibtex]
@InProceedings{Dai_2022_CVPR, author = {Dai, Jason (Jinquan) and Ding, Ding and Shi, Dongjie and Huang, Shengsheng and Wang, Jiao and Qiu, Xin and Huang, Kai and Song, Guoqiong and Wang, Yang and Gong, Qiyuan and Song, Jiaming and Yu, Shan and Zheng, Le and Chen, Yina and Deng, Junwei and Song, Ge}, title = {BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21439-21446} }
Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images: Chengyuan Xu,

Boning Dong,

Noah Stier,

Curtis McCully,

D. Andrew Howell,

Pradeep Sen,

Tobias Höllerer; [pdf] [arXiv]
[bibtex]
@InProceedings{Xu_2022_CVPR, author = {Xu, Chengyuan and Dong, Boning and Stier, Noah and McCully, Curtis and Howell, D. Andrew and Sen, Pradeep and H\"ollerer, Tobias}, title = {Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21447-21452} }
A Low-Cost & Real-Time Motion Capture System: Anargyros Chatzitofis,

Georgios Albanis,

Nikolaos Zioulis,

Spyridon Thermos; [pdf]
[bibtex]
@InProceedings{Chatzitofis_2022_CVPR, author = {Chatzitofis, Anargyros and Albanis, Georgios and Zioulis, Nikolaos and Thermos, Spyridon}, title = {A Low-Cost \& Real-Time Motion Capture System}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21453-21458} }
PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments: Richardson Menezes,

Aron de Miranda,

Helton Maia; [pdf]
[bibtex]
@InProceedings{Menezes_2022_CVPR, author = {Menezes, Richardson and de Miranda, Aron and Maia, Helton}, title = {PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21459-21465} }
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features: Alberto Baldrati,

Marco Bertini,

Tiberio Uricchio,

Alberto Del Bimbo; [pdf]
[bibtex]
@InProceedings{Baldrati_2022_CVPR, author = {Baldrati, Alberto and Bertini, Marco and Uricchio, Tiberio and Del Bimbo, Alberto}, title = {Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21466-21474} }
VisCUIT: Visual Auditor for Bias in CNN Image Classifier: Seongmin Lee,

Zijie J. Wang,

Judy Hoffman,

Duen Horng (Polo) Chau; [pdf] [arXiv]
[bibtex]
@InProceedings{Lee_2022_CVPR, author = {Lee, Seongmin and Wang, Zijie J. and Hoffman, Judy and Chau, Duen Horng (Polo)}, title = {VisCUIT: Visual Auditor for Bias in CNN Image Classifier}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21475-21483} }
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors: Sivapriya Vellaichamy,

Matthew Hull,

Zijie J. Wang,

Nilaksh Das,

ShengYun Peng,

Haekyu Park,

Duen Horng (Polo) Chau; [pdf]
[bibtex]
@InProceedings{Vellaichamy_2022_CVPR, author = {Vellaichamy, Sivapriya and Hull, Matthew and Wang, Zijie J. and Das, Nilaksh and Peng, ShengYun and Park, Haekyu and Chau, Duen Horng (Polo)}, title = {DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21484-21491} }
V-Doc: Visual Questions Answers With Documents: Yihao Ding,

Zhe Huang,

Runlin Wang,

YanHang Zhang,

Xianru Chen,

Yuzhong Ma,

Hyunsuk Chung,

Soyeon Caren Han; [pdf]
[bibtex]
@InProceedings{Ding_2022_CVPR, author = {Ding, Yihao and Huang, Zhe and Wang, Runlin and Zhang, YanHang and Chen, Xianru and Ma, Yuzhong and Chung, Hyunsuk and Han, Soyeon Caren}, title = {V-Doc: Visual Questions Answers With Documents}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21492-21498} }
Clustering Plotted Data by Image Segmentation: Tarek Naous,

Srinjay Sarkar,

Abubakar Abid,

James Zou; [pdf] [arXiv]
[bibtex]
@InProceedings{Naous_2022_CVPR, author = {Naous, Tarek and Sarkar, Srinjay and Abid, Abubakar and Zou, James}, title = {Clustering Plotted Data by Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2022}, pages = {21499-21504} }