CVPR

AlignMixup: Improving Representations By Interpolating Aligned Features

Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg, Yannis Avrithis

Comments Accepted to CVPR 2022

Lifelong Graph Learning

Chen Wang, Yuheng Qiu, Dasong Gao, Sebastian Scherer

Comments Accepted to IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Versatile Multi-Modal Pre-Training for Human-Centric Perception

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

Comments CVPR 2022; Project Page https://hongfz16.github.io/projects/HCMoCo.html; Codes available at https://github.com/hongfz16/HCMoCo

Searching for Network Width with Bilaterally Coupled Network

Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

Comments Extended version of CVPR 2021 paper BCNet arXiv:2105.10533

Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness

Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen

Comments to be published in IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022, CVPR22

Unsupervised Pre-training for Temporal Action Localization Tasks

Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou

Comments Accepted by CVPR 2022

Continual Test-Time Domain Adaptation

Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai

Comments Accepted to CVPR 2022

MDAN: Multi-level Dependent Attention Network for Visual Emotion Analysis

Liwen Xu, Zhengtao Wang, Bin Wu, Simon Lui

Comments Published in CVPR 2022

Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes

Zengjie Song, Yuxi Wang, Junsong Fan, Tieniu Tan, Zhaoxiang Zhang

Comments Camera-ready, CVPR 2022. Code: https://github.com/zjsong/SSPL

NPBG++: Accelerating Neural Point-Based Graphics

Ruslan Rakhimov, Andrei-Timotei Ardelean, Victor Lempitsky, Evgeny Burnaev

Comments Accepted to CVPR 2022. The project page: https://rakhimovv.github.io/npbgpp/

SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation

Chenming Zhu, Xuanye Zhang, Yanran Li, Liangdong Qiu, Kai Han, Xiaoguang Han

Comments 10pages, 5 figures, accepted by CVPR 2022, project page: see this https://xyzhang17.github.io/SharpContour/

Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos

Reza Ghoddoosian, Isht Dwivedi, Nakul Agarwal, Chiho Choi, Behzad Dariush

Comments Accepted CVPR 2022

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory

Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu

Comments Accepted by CVPR 2022. Code and video link: https://github.com/lisiyao21/Bailando/

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation

Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou, Xuefei Zhe

Comments This paper has been accepted by CVPR 2022

DATA: Domain-Aware and Task-Aware Self-supervised Learning

Qing Chang, Junran Peng, Lingxie Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang

Comments CVPR 2022,8 pages,3 figures

Motron: Multimodal Probabilistic Human Motion Forecasting

Tim Salzmann, Marco Pavone, Markus Ryll

Comments CVPR 2022

Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen

Comments Accepted by CVPR 2022

LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network

Zhigang Jiang, Zhongzheng Xiang, Jinhua Xu, Ming Zhao

Comments To Appear in CVPR 2022

Weakly Supervised Object Localization as Domain Adaption

Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu

Comments Accept by CVPR 2022 Conference

Deep Constrained Least Squares for Blind Image Super-Resolution

Ziwei Luo, Haibin Huang, Lei Yu, Youwei Li, Haoqiang Fan, Shuaicheng Liu

Comments CVPR 2022

Feature Statistics Mixing Regularization for Generative Adversarial Networks

Junho Kim, Yunjey Choi, Youngjung Uh

Comments Accepted to CVPR 2022. Our code is available at https://github.com/naver-ai/FSMR

DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face Identification

Hai Phan, Anh Nguyen

Comments CVPR 2022

A Structured Dictionary Perspective on Implicit Neural Representations

Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar, Pascal Frossard

Comments Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (26 pages, 16 figures)

BoxeR: Box-Attention for 2D and 3D Transformers

Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees G. M. Snoek

Comments In Proceeding of CVPR'2022

Trustworthy Long-Tailed Classification

Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang

Comments IEEE Conference on Computer Vision and Pattern Recognition 2022

ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis

Kailin Li, Lixin Yang, Xinyu Zhan, Jun Lv, Wenqiang Xu, Jiefeng Li, Cewu Lu

Comments Accepted by CVPR 2022

Recall@k Surrogate Loss with Large Batches and Similarity Mixup

Yash Patel, Giorgos Tolias, Jiri Matas

Comments CVPR 2022 camera-ready version

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens

Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian

Comments Accepted by CVPR 2022

OSTeC: One-Shot Texture Completion

Baris Gecer, Jiankang Deng, Stefanos Zafeiriou

Comments Project page: https://github.com/barisgecer/OSTeC

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 7628-7638

Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training

Theodoros Tsiligkaridis, Jay Roberts

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. Preliminary version ICML 2021 Adversarial Machine Learning Workshop. Code: https://github.com/TheoT1/FW-AT-Adapt