ICCV

Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos

Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang

Comments To be presented at ICCV 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 8012-8021

Hypercorrelation Squeeze for Few-Shot Segmentation

Juhong Min, Dahyun Kang, Minsu Cho

Comments Accepted to ICCV 2021

Simple Baseline for Single Human Motion Forecasting

Chenxi Wang, Yunfeng Wang, Zixuan Huang, Zhiwen Chen

Comments ICCV SoMoF Workshop, 2021

Nuisance-Label Supervision: Robustness Improvement by Free Labels

Xinyue Wei, Weichao Qiu, Yi Zhang, Zihao Xiao, Alan Yuille

Comments ICCV 2021 Workshop

Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective

Jiarui Xu, Xiaolong Wang

Comments ICCV 2021 (oral). Project page and code: https://jerryxu.net/VFS

Unsupervised Point Cloud Pre-Training via Occlusion Completion

Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matthew J. Kusner

Comments sync with ICCV camera ready

Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation

Seokju Lee, Francois Rameau, Fei Pan, In So Kweon

Comments ICCV 2021

Hyperspectral 3D Mapping of Underwater Environments

Maxime Ferrera, Aurélien Arnaubec, Klemen Istenic, Nuno Gracias, Touria Bajjouk

Comments ICCV'21 - Computer Vision in the Ocean Workshop

Journal ref IEEE/CVF International Conference on Computer Vision - Computer Vision in the Ocean Workshop, Oct 2021, Virtual, Canada

Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization

Weihan Chen, Peisong Wang, Jian Cheng

Comments accepted by ICCV 2021

Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts

Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim

Comments CLVL workshop at ICCV 2021

Influence-Balanced Loss for Imbalanced Visual Classification

Seulki Park, Jongin Lim, Younghan Jeon, Jin Young Choi

Comments Published in ICCV 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 735-744

OpenGAN: Open-Set Recognition via Open Data Generation

Shu Kong, Deva Ramanan

Comments ICCV 2021 Best Paper Honorable Mention

Robustness Certification for Point Cloud Models

Tobias Lorenz, Anian Ruoss, Mislav Balunović, Gagandeep Singh, Martin Vechev

Comments International Conference on Computer Vision (ICCV) 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2021, pp. 7608-7618

Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization

Jinheng Xie, Cheng Luo, Xiangping Zhu, Ziqi Jin, Weizeng Lu, Linlin Shen

Comments Accepted to ICCV 2021.(corrected some minor mistakes)

Topic Scene Graph Generation by Attention Distillation from Caption

W. Wang, R. Wang, X. Chen

Comments published in ICCV 2021

Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image

Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron, Pratul P. Srinivasan, Jiawen Chen, Ioannis Gkioulekas, Rahul Garg

Comments ICCV 2021 (Oral)

BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning

Zhirui Dai, Yuepeng Jiang, Yi Li, Bo Liu, Antoni B. Chan, Nuno Vasconcelos

Comments Published as a conference paper at International Conference on Computer Vision, 2021

Transformer-based Dual Relation Graph for Multi-label Image Recognition

Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang, Jia Li

Comments 10 pages, 5 figures. Published in ICCV 2021

Journal ref In Proceedings of the IEEE/CVF International Conference on Computer Vision 2021 (pp. 163-172)

Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition

HanQin Cai, Zehan Chao, Longxiu Huang, Deanna Needell

Comments Accepted to Workshop on Robust Subspace Learning and Applications in Computer Vision, International Conference on Computer Vision (ICCV) 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, pages 189-197, 2021

LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments

Henry Howard-Jenkins, Jose-Raul Ruiz-Sarmiento, Victor Adrian Prisacariu

Comments As presented at the International Conference on Computer Vision (ICCV) 2021

Robust Trust Region for Weakly Supervised Segmentation

Dmitrii Marin, Yuri Boykov

Comments Accepted to ICCV 2021

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 6608-6618

Adversarial Attacks On Multi-Agent Communication

James Tu, Tsunhsuan Wang, Jingkang Wang, Sivabalan Manivasagam, Mengye Ren, Raquel Urtasun

Journal ref International Conference On Computer Vision 2021

Self-Supervised Representation Learning from Flow Equivariance

Yuwen Xiong, Mengye Ren, Wenyuan Zeng, Raquel Urtasun

Comments ICCV 2021

Better Aggregation in Test-Time Augmentation

Divya Shanmugam, Davis Blalock, Guha Balakrishnan, John Guttag

Journal ref ICCV 2021

Rethinking Transformer-based Set Prediction for Object Detection

Zhiqing Sun, Shengcao Cao, Yiming Yang, Kris Kitani

Comments Accepted to ICCV 2021

Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency

Soubhik Sanyal, Alex Vorobiov, Timo Bolkart, Matthew Loper, Betty Mohler, Larry Davis, Javier Romero, Michael J. Black

Comments International Conference on Computer Vision (ICCV)

SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition

Hezhen Hu, Weichao Zhao, Wengang Zhou, Yuechen Wang, Houqiang Li

Comments ICCV 2021

Point Cloud Augmentation with Weighted Local Transformations

Sihyeon Kim, Sanghyeok Lee, Dasol Hwang, Jaewon Lee, Seong Jae Hwang, Hyunwoo J. Kim

Comments 9 pages, Accepted to ICCV 2021

The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation

Guillem Brasó, Nikita Kister, Laura Leal-Taixé

Comments Accepted to ICCV 2021; reports improved multi-scale results

Bridging the Gap between Label- and Reference-based Synthesis in Multi-attribute Image-to-Image Translation

Qiusheng Huang, Zhilin Zheng, Xueqi Hu, Li Sun, Qingli Li

Comments accepted by ICCV 2021