CVPR 2023 Open Access Repository

Generative Models for Computer Vision

Benchmarking Robustness to Text-Guided Corruptions: Mohammadreza Mofayezi,

Yasamin Medghalchi; [pdf] [arXiv]
[bibtex]
@InProceedings{Mofayezi_2023_CVPR, author = {Mofayezi, Mohammadreza and Medghalchi, Yasamin}, title = {Benchmarking Robustness to Text-Guided Corruptions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {779-786} }
Discovering Class-Specific GAN Controls for Semantic Image Synthesis: Edgar Schönfeld,

Julio Borges,

Vadim Sushko,

Bernt Schiele,

Anna Khoreva; [pdf] [supp]
[bibtex]
@InProceedings{Schonfeld_2023_CVPR, author = {Sch\"onfeld, Edgar and Borges, Julio and Sushko, Vadim and Schiele, Bernt and Khoreva, Anna}, title = {Discovering Class-Specific GAN Controls for Semantic Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {688-697} }
Look ATME: The Discriminator Mean Entropy Needs Attention: Edgardo Solano-Carrillo,

Angel Bueno Rodriguez,

Borja Carrillo-Perez,

Yannik Steiniger,

Jannis Stoppe; [pdf] [arXiv]
[bibtex]
@InProceedings{Solano-Carrillo_2023_CVPR, author = {Solano-Carrillo, Edgardo and Rodriguez, Angel Bueno and Carrillo-Perez, Borja and Steiniger, Yannik and Stoppe, Jannis}, title = {Look ATME: The Discriminator Mean Entropy Needs Attention}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {787-796} }
DeSRF: Deformable Stylized Radiance Field: Shiyao Xu,

Lingzhi Li,

Li Shen,

Zhouhui Lian; [pdf] [supp]
[bibtex]
@InProceedings{Xu_2023_CVPR, author = {Xu, Shiyao and Li, Lingzhi and Shen, Li and Lian, Zhouhui}, title = {DeSRF: Deformable Stylized Radiance Field}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {709-718} }
Internal Diverse Image Completion: Noa Alkobi,

Tamar Rott Shaham,

Tomer Michaeli; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Alkobi_2023_CVPR, author = {Alkobi, Noa and Shaham, Tamar Rott and Michaeli, Tomer}, title = {Internal Diverse Image Completion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {648-658} }
Face Animation With an Attribute-Guided Diffusion Model: Bohan Zeng,

Xuhui Liu,

Sicheng Gao,

Boyu Liu,

Hong Li,

Jianzhuang Liu,

Baochang Zhang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zeng_2023_CVPR, author = {Zeng, Bohan and Liu, Xuhui and Gao, Sicheng and Liu, Boyu and Li, Hong and Liu, Jianzhuang and Zhang, Baochang}, title = {Face Animation With an Attribute-Guided Diffusion Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {628-637} }
Exploring Compositional Visual Generation With Latent Classifier Guidance: Changhao Shi,

Haomiao Ni,

Kai Li,

Shaobo Han,

Mingfu Liang,

Martin Renqiang Min; [pdf] [arXiv]
[bibtex]
@InProceedings{Shi_2023_CVPR, author = {Shi, Changhao and Ni, Haomiao and Li, Kai and Han, Shaobo and Liang, Mingfu and Min, Martin Renqiang}, title = {Exploring Compositional Visual Generation With Latent Classifier Guidance}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {853-862} }
Controllable GAN Synthesis Using Non-Rigid Structure-From-Motion: René Haas,

Stella Graßhof,

Sami S. Brandt; [pdf]
[bibtex]
@InProceedings{Haas_2023_CVPR, author = {Haas, Ren\'e and Gra{\ss}hof, Stella and Brandt, Sami S.}, title = {Controllable GAN Synthesis Using Non-Rigid Structure-From-Motion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {678-687} }
One-Shot Unsupervised Domain Adaptation With Personalized Diffusion Models: Yasser Benigmim,

Subhankar Roy,

Slim Essid,

Vicky Kalogeiton,

Stéphane Lathuilière; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Benigmim_2023_CVPR, author = {Benigmim, Yasser and Roy, Subhankar and Essid, Slim and Kalogeiton, Vicky and Lathuili\`ere, St\'ephane}, title = {One-Shot Unsupervised Domain Adaptation With Personalized Diffusion Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {698-708} }
Vision + Language Applications: A Survey: Yutong Zhou,

Nobutaka Shimada; [pdf]
[bibtex]
@InProceedings{Zhou_2023_CVPR, author = {Zhou, Yutong and Shimada, Nobutaka}, title = {Vision + Language Applications: A Survey}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {826-842} }
GAN-Based Vision Transformer for High-Quality Thermal Image Enhancement: Mohamed Amine Marnissi,

Abir Fathallah; [pdf]
[bibtex]
@InProceedings{Marnissi_2023_CVPR, author = {Marnissi, Mohamed Amine and Fathallah, Abir}, title = {GAN-Based Vision Transformer for High-Quality Thermal Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {817-825} }
Diversity Is Definitely Needed: Improving Model-Agnostic Zero-Shot Classification via Stable Diffusion: Jordan Shipard,

Arnold Wiliem,

Kien Nguyen Thanh,

Wei Xiang,

Clinton Fookes; [pdf] [arXiv]
[bibtex]
@InProceedings{Shipard_2023_CVPR, author = {Shipard, Jordan and Wiliem, Arnold and Thanh, Kien Nguyen and Xiang, Wei and Fookes, Clinton}, title = {Diversity Is Definitely Needed: Improving Model-Agnostic Zero-Shot Classification via Stable Diffusion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {769-778} }
Leveraging GANs for Data Scarcity of COVID-19: Beyond the Hype: Hazrat Ali,

Christer Grönlund,

Zubair Shah; [pdf]
[bibtex]
@InProceedings{Ali_2023_CVPR, author = {Ali, Hazrat and Gr\"onlund, Christer and Shah, Zubair}, title = {Leveraging GANs for Data Scarcity of COVID-19: Beyond the Hype}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {659-667} }
Explore the Power of Synthetic Data on Few-Shot Object Detection: Shaobo Lin,

Kun Wang,

Xingyu Zeng,

Rui Zhao; [pdf] [arXiv]
[bibtex]
@InProceedings{Lin_2023_CVPR, author = {Lin, Shaobo and Wang, Kun and Zeng, Xingyu and Zhao, Rui}, title = {Explore the Power of Synthetic Data on Few-Shot Object Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {638-647} }
Diffusion-Enhanced PatchMatch: A Framework for Arbitrary Style Transfer With Diffusion Models: Mark Hamazaspyan,

Shant Navasardyan; [pdf]
[bibtex]
@InProceedings{Hamazaspyan_2023_CVPR, author = {Hamazaspyan, Mark and Navasardyan, Shant}, title = {Diffusion-Enhanced PatchMatch: A Framework for Arbitrary Style Transfer With Diffusion Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {797-805} }
Unsupervised Bidirectional Style Transfer Network Using Local Feature Transform Module: Kangmin Bae,

Hyung-Il Kim,

Yongjin Kwon,

Jinyoung Moon; [pdf]
[bibtex]
@InProceedings{Bae_2023_CVPR, author = {Bae, Kangmin and Kim, Hyung-Il and Kwon, Yongjin and Moon, Jinyoung}, title = {Unsupervised Bidirectional Style Transfer Network Using Local Feature Transform Module}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {740-749} }
Generating Adversarial Attacks in the Latent Space: Nitish Shukla,

Sudipta Banerjee; [pdf] [arXiv]
[bibtex]
@InProceedings{Shukla_2023_CVPR, author = {Shukla, Nitish and Banerjee, Sudipta}, title = {Generating Adversarial Attacks in the Latent Space}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {730-739} }
Identity-Driven Three-Player Generative Adversarial Network for Synthetic-Based Face Recognition: Jan Niklas Kolf,

Tim Rieber,

Jurek Elliesen,

Fadi Boutros,

Arjan Kuijper,

Naser Damer; [pdf] [arXiv]
[bibtex]
@InProceedings{Kolf_2023_CVPR, author = {Kolf, Jan Niklas and Rieber, Tim and Elliesen, Jurek and Boutros, Fadi and Kuijper, Arjan and Damer, Naser}, title = {Identity-Driven Three-Player Generative Adversarial Network for Synthetic-Based Face Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {806-816} }
Improving Normalizing Flows With the Approximate Mass for Out-of-Distribution Detection: Samy Chali,

Inna Kucher,

Marc Duranton,

Jacques-Olivier Klein; [pdf]
[bibtex]
@InProceedings{Chali_2023_CVPR, author = {Chali, Samy and Kucher, Inna and Duranton, Marc and Klein, Jacques-Olivier}, title = {Improving Normalizing Flows With the Approximate Mass for Out-of-Distribution Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {750-758} }
Scene Graph Driven Text-Prompt Generation for Image Inpainting: Tripti Shukla,

Paridhi Maheshwari,

Rajhans Singh,

Ankita Shukla,

Kuldeep Kulkarni,

Pavan Turaga; [pdf] [supp]
[bibtex]
@InProceedings{Shukla_2023_CVPR, author = {Shukla, Tripti and Maheshwari, Paridhi and Singh, Rajhans and Shukla, Ankita and Kulkarni, Kuldeep and Turaga, Pavan}, title = {Scene Graph Driven Text-Prompt Generation for Image Inpainting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {759-768} }
Universal Guidance for Diffusion Models: Arpit Bansal,

Hong-Min Chu,

Avi Schwarzschild,

Soumyadip Sengupta,

Micah Goldblum,

Jonas Geiping,

Tom Goldstein; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bansal_2023_CVPR, author = {Bansal, Arpit and Chu, Hong-Min and Schwarzschild, Avi and Sengupta, Soumyadip and Goldblum, Micah and Geiping, Jonas and Goldstein, Tom}, title = {Universal Guidance for Diffusion Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {843-852} }
Face Transformer: Towards High Fidelity and Accurate Face Swapping: Kaiwen Cui,

Rongliang Wu,

Fangneng Zhan,

Shijian Lu; [pdf] [arXiv]
[bibtex]
@InProceedings{Cui_2023_CVPR, author = {Cui, Kaiwen and Wu, Rongliang and Zhan, Fangneng and Lu, Shijian}, title = {Face Transformer: Towards High Fidelity and Accurate Face Swapping}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {668-677} }
Unsupervised Style-Based Explicit 3D Face Reconstruction From Single Image: Heng Yu,

Zoltán Á. Milacski,

László A. Jeni; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yu_2023_CVPR, author = {Yu, Heng and Milacski, Zolt\'an \'A. and Jeni, L\'aszl\'o A.}, title = {Unsupervised Style-Based Explicit 3D Face Reconstruction From Single Image}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {719-729} }