CVPR

Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement

Zefan Li, Chenxi Liu, Alan Yuille, Bingbing Ni, Wenjun Zhang, Wen Gao

Comments Accepted by the IEEE conference on computer vision and pattern recognition. 2021

Towards Real-World Blind Face Restoration with Generative Facial Prior

Xintao Wang, Yu Li, Honglun Zhang, Ying Shan

Comments CVPR 2021. Codes: https://github.com/TencentARC/GFPGAN

Black-box Explanation of Object Detectors via Saliency Maps

Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko

Comments CVPR 2021 (oral). Project page https://cs-people.bu.edu/vpetsiuk/drise/

Learning by Watching

Jimuyang Zhang, Eshed Ohn-Bar

Comments CVPR 2021

Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter

Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo

Comments Accepted to CVPR 2021

Data augmentation to improve robustness of image captioning solutions

Shashank Bujimalla, Mahesh Subedar, Omesh Tickoo

Comments CVPR VizWiz 2021 workshop

Plan2Scene: Converting Floorplans to 3D Scenes

Madhawa Vidanapathirana, Qirui Wu, Yasutaka Furukawa, Angel X. Chang, Manolis Savva

Comments This paper is accepted to CVPR 2021. For code, data and pretrained models, see https://3dlg-hcvc.github.io/plan2scene/

1-Point RANSAC-Based Method for Ground Object Pose Estimation

Jeong-Kyun Lee, Young-Ki Baik, Hankyu Cho, Kang Kim, Duck Hoon Kim

Comments Accepted in the workshop on Autonomous Driving: Perception, Prediction and Planning in conjunction with CVPR 2021

On the Robustness of Human Pose Estimation

Sahil Shah, Naman Jain, Abhishek Sharma, Arjun Jain

Comments Accepted in CVPR-W

Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time

Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, Xiaolong Wang

Comments CVPR 2021, Project page: https://stevenlsw.github.io/Semi-Hand-Object

CLCC: Contrastive Learning for Color Constancy

Yi-Chen Lo, Chia-Che Chang, Hsuan-Chao Chiu, Yu-Hao Huang, Chia-Ping Chen, Yu-Lin Chang, Kevin Jou

Comments Accepted at CVPR 2021. Our code is available at https://github.com/howardyclo/clcc-cvpr21

Point Cloud Upsampling via Disentangled Refinement

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

Comments CVPR 2021, website https://liruihui.github.io/

Benchmarking Representation Learning for Natural World Image Collections

Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha

Comments CVPR 2021

Densely connected multidilated convolutional networks for dense prediction tasks

Naoya Takahashi, Yuki Mitsufuji

Comments Accepted to CVPR 2021. arXiv admin note: text overlap with arXiv:2010.01733

Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning

Hongguang Zhang, Piotr Koniusz, Songlei Jian, Hongdong Li, Philip H. S. Torr

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021

Hierarchical Lovász Embeddings for Proposal-free Panoptic Segmentation

Tommi Kerola, Jie Li, Atsushi Kanehira, Yasunori Kudo, Alexis Vallet, Adrien Gaidon

Comments 13 pages, 9 figures, including supplementary material. To be published in CVPR 2021

Stochastic Whitening Batch Normalization

Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah

Comments Accepted to the Main Conference of CVPR 2021

LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces from Video using Pose and Lighting Normalization

Avisek Lahiri, Vivek Kwatra, Christian Frueh, John Lewis, Chris Bregler

Comments Accepted to IEEE CVPR 2021. Brief demo video available at: https://www.youtube.com/watch?v=L1StbX9OznY

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation

Zhekai Du, Jingjing Li, Hongzu Su, Lei Zhu, Ke Lu

Comments Accepted to CVPR 2021, Codes are avaliable at https://github.com/lijin118/CGDM

Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer

Yulin Li, Jianfeng He, Tianzhu Zhang, Xiang Liu, Yongdong Zhang, Feng Wu

Comments Accepted by CVPR 2021

Variational AutoEncoder for Reference based Image Super-Resolution

Zhi-Song Liu, Wan-Chi Siu, Li-Wen Wang

Comments 10 pages, 6 figures

Journal ref 2021 IEEE Conference on Computer Vision and Pattern Recognition Workshop

Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask Upsampling

Saikat Dutta, Nisarg A. Shah, Anurag Mittal

Comments Accepted at NTIRE Workshop, CVPR 2021. Code and models: https://github.com/saikatdutta/FMU_STSR

Rethinking Channel Dimensions for Efficient Model Design

Dongyoon Han, Sangdoo Yun, Byeongho Heo, YoungJoon Yoo

Comments 13 pages, 8 figures, CVPR 2021

Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking

Yiding Yang, Zhou Ren, Haoxiang Li, Chunluan Zhou, Xinchao Wang, Gang Hua

Comments Accepted by CVPR 2021

Multi-Target Domain Adaptation with Collaborative Consistency Learning

Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang

Comments CVPR 2021

SelfDoc: Self-Supervised Document Representation Learning

Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Varun Manjunatha, Hongfu Liu

Comments To appear in CVPR'2021

DAMSL: Domain Agnostic Meta Score-based Learning

John Cai, Bill Cai, Shengmei Shen

Comments Accepted to CVPR 2021 L2ID Workshop

Region-aware Adaptive Instance Normalization for Image Harmonization

Jun Ling, Han Xue, Li Song, Rong Xie, Xiao Gu

Comments Accepted to IEEE CVPR 2021

Radar-Camera Pixel Depth Association for Depth Completion

Yunfei Long, Daniel Morris, Xiaoming Liu, Marcos Castro, Punarjay Chakravarty, Praveen Narayanan

Comments IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semantic Scene Completion via Integrating Instances and Scene in-the-Loop

Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang, Hongsheng Li

Comments CVPR 2021