CVPR

AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation

Xueyi Liu, Xiaomeng Xu, Anyi Rao, Chuang Gan, Li Yi

Comments 22 pages, CVPR 2022

Decoupling Zero-Shot Semantic Segmentation

Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai

Comments Accepted by CVPR 2022

D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions

Sammy Christen, Muhammed Kocabas, Emre Aksan, Jemin Hwangbo, Jie Song, Otmar Hilliges

Comments CVPR-2022 camera ready. Project page at https://eth-ait.github.io/d-grasp/

GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning

Rishabh Tiwari, Krishnateja Killamsetty, Rishabh Iyer, Pradeep Shenoy

Comments Published at CVPR 2022 | Project Page: https://gradientcoreset.github.io/

Simple but Effective: CLIP Embeddings for Embodied AI

Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha Kembhavi

Comments Published in CVPR 2022

Joint Forecasting of Panoptic Segmentations with Difference Attention

Colin Graber, Cyril Jazra, Wenjie Luo, Liangyan Gui, Alexander Schwing

Comments Accepted by CVPR 2022 (Oral)

MiniViT: Compressing Vision Transformers with Weight Multiplexing

Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan

Comments Accepted by CVPR 2022

What's in your hands? 3D Reconstruction of Generic Objects in Hands

Yufei Ye, Abhinav Gupta, Shubham Tulsiani

Comments accepted to CVPR 22

Deformable Sprites for Unsupervised Video Decomposition

Vickie Ye, Zhengqi Li, Richard Tucker, Angjoo Kanazawa, Noah Snavely

Comments CVPR 2022 Oral. Project Site: https://deformable-sprites.github.io

Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling

Takashi Isobe, Xu Jia, Xin Tao, Changlin Li, Ruihuang Li, Yongjie Shi, Jing Mu, Huchuan Lu, Yu-Wing Tai

Comments CVPR 2022

BEHAVE: Dataset and Method for Tracking Human Object Interactions

Bharat Lal Bhatnagar, Xianghui Xie, Ilya A. Petrov, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

Comments Accepted at CVPR'22

Journal ref IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Clothes-Changing Person Re-identification with RGB Modality Only

Xinqian Gu, Hong Chang, Bingpeng Ma, Shutao Bai, Shiguang Shan, Xilin Chen

Comments Accepted by CVPR 2022

Pyramidal Attention for Saliency Detection

Tanveer Hussain, Abbas Anwar, Saeed Anwar, Lars Petersson, Sung Wook Baik

Comments Accepted at CVPRW 2022. (2022 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision)

ViTOL: Vision Transformer for Weakly Supervised Object Localization

Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju

Comments Accepted: 2022 IEEE CVPR Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3D-IVU)

OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data

David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth, Horst Bischof

Comments CVPR 2022, code is available at https://github.com/dschinagl/occam

Estimating Structural Disparities for Face Models

Shervin Ardeshir, Cristina Segalin, Nathan Kallus

Journal ref Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022

GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection

Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu

Comments CVPR 2022

Unifying Motion Deblurring and Frame Interpolation with Events

Xiang Zhang, Lei Yu

Comments Paper accepted by CVPR 2022

ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes

Rahul Sajnani, Adrien Poulenard, Jivitesh Jain, Radhika Dua, Leonidas J. Guibas, Srinath Sridhar

Comments Accepted to CVPR 2022, New Orleans, Louisiana. For project page and code, see https://ivl.cs.brown.edu/ConDor/

FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao

Comments Accepted by CVPR 2022

Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning

Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen

Comments CVPR 2022

Burst Image Restoration and Enhancement

Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, Ming-Hsuan Yang

Comments Accepted at CVPR 2022 [Oral]

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel Rubin

Comments Published as a conference paper at CVPR 2022

Improving Adversarial Transferability with Gradient Refining

Guoqiu Wang, Huanqian Yan, Ying Guo, Xingxing Wei

Comments Accepted at CVPR 2021 Workshop on Adversarial Machine Learning in Real-World Computer Vision Systems and Online Challenges. The extension vision of this paper, please refer to arxiv:2203.13479

Cross-Modal Contrastive Learning for Text-to-Image Generation

Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

Comments CVPR 2021

Recognition of Freely Selected Keypoints on Human Limbs

Katja Ludwig, Daniel Kienzle, Rainer Lienhart

Comments accepted at CVSports (CVPR 2022 Workshops)

Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis

Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang

Comments Accepted by CVPR 2022

COAP: Compositional Articulated Occupancy of People

Marko Mihajlovic, Shunsuke Saito, Aayush Bansal, Michael Zollhoefer, Siyu Tang

Comments To appear at CVPR 2022. The project page is available at https://neuralbodies.github.io/COAP/index.html

Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity

Weiyao Wang, Matt Feiszli, Heng Wang, Jitendra Malik, Du Tran

Comments CVPR 2022

Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy

Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

Comments accepted in CVPR 2022