ICCV

imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose

Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu

Comments ICCV 2021

Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark

Shuhao Qiu, Chuang Zhu, Wenli Zhou

Comments 10 pages, 4 figures, ICCV workshop

DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization

Cheng Zhang, Zhaopeng Cui, Cai Chen, Shuaicheng Liu, Bing Zeng, Hujun Bao, Yinda Zhang

Comments Accepted by ICCV 2021

Temporal Knowledge Consistency for Unsupervised Visual Representation Learning

Weixin Feng, Yuanjiang Wang, Lihua Ma, Ye Yuan, Chi Zhang

Comments To appear in ICCV 2021

Journal ref ICCV 2021

Full-Velocity Radar Returns by Radar-Camera Fusion

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

Comments International Conference on Computer Vision, 2021

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths

Andrea Hornakova, Timo Kaiser, Paul Swoboda, Michal Rolinek, Bodo Rosenhahn, Roberto Henschel

Comments ICCV 2021. Short version published at CVPR 2021 RVSU workshop CameraReady/paper_V3.pdf" target="_blank" rel="noopener">https://omnomnom.vision.rwth-aachen.de/data/RobMOTS/workshop/papers/9/CameraReady/paper_V3.pdf . Implementation available at https://github.com/LPMP/LPMP and https://github.com/TimoK93/ApLift

Support-Set Based Cross-Supervision for Video Grounding

Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao

Comments Accepted by ICCV 2021

Learning Motion Priors for 4D Human Body Capture in 3D Scenes

Siwei Zhang, Yan Zhang, Federica Bogo, Marc Pollefeys, Siyu Tang

Comments Accepted by ICCV 2021, camera ready version with appendix

Dynamic Network Quantization for Efficient Video Inference

Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Aude Oliva, Rogerio Feris, Kate Saenko

Comments ICCV 2021 Camera Ready Version

Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation

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

Comments To appear in ICCV 2021

Estimating Egocentric 3D Human Pose in Global Space

Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Christian Theobalt

Comments ICCV 2021

H2O: Two Hands Manipulating Objects for First Person Interaction Recognition

Taein Kwon, Bugra Tekin, Jan Stuhmer, Federica Bogo, Marc Pollefeys

Comments Accepted to ICCV 2021

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Yuval Alaluf, Or Patashnik, Daniel Cohen-Or

Comments Accepted to ICCV 2021; Project page available at https://yuval-alaluf.github.io/restyle-encoder/

PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

Hongwen Zhang, Yating Tian, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun

Comments Accepted to ICCV 2021, Oral paper. Code and model available at https://hongwenzhang.github.io/pymaf

Multi-View Radar Semantic Segmentation

Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut

Comments 16 pages, 9 figures. Accepted at ICCV 2021

Equivariant Imaging: Learning Beyond the Range Space

Dongdong Chen, Julián Tachella, Mike E. Davies

Comments ICCV 2021. Code: https://github.com/edongdongchen/EI

Interpretable Visual Reasoning via Induced Symbolic Space

Zhonghao Wang, Kai Wang, Mo Yu, Jinjun Xiong, Wen-mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi

Comments ICCV 2021

Weakly Supervised Representation Learning with Coarse Labels

Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Juhua Hu

Comments accepted by ICCV'21

Exploring Simple 3D Multi-Object Tracking for Autonomous Driving

Chenxu Luo, Xiaodong Yang, Alan Yuille

Comments ICCV 2021

ODAM: Object Detection, Association, and Mapping using Posed RGB Video

Kejie Li, Daniel DeTone, Steven Chen, Minh Vo, Ian Reid, Hamid Rezatofighi, Chris Sweeney, Julian Straub, Richard Newcombe

Comments Accepted in ICCV 2021 as oral

Deep Relational Metric Learning

Wenzhao Zheng, Borui Zhang, Jiwen Lu, Jie Zhou

Comments Accepted to ICCV 2021. Source code available at https://github.com/zbr17/DRML

BiaSwap: Removing dataset bias with bias-tailored swapping augmentation

Eungyeup Kim, Jihyeon Lee, Jaegul Choo

Comments Accepted to ICCV'21

TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment

Jianwei Yang, Yonatan Bisk, Jianfeng Gao

Comments Accepted by ICCV 2021

Learning Signed Distance Field for Multi-view Surface Reconstruction

Jingyang Zhang, Yao Yao, Long Quan

Comments ICCV 2021 (Oral)

Voxel-based Network for Shape Completion by Leveraging Edge Generation

Xiaogang Wang, Marcelo H Ang, Gim Hee Lee

Comments ICCV 2021

CANet: A Context-Aware Network for Shadow Removal

Zipei Chen, Chengjiang Long, Ling Zhang, Chunxia Xiao

Comments This paper was accepted to the IEEE International Conference on Computer Vision (ICCV), Montreal, Canada, Oct 11-17, 2021

Self-Regulation for Semantic Segmentation

Zhang Dong, Zhang Hanwang, Tang Jinhui, Hua Xiansheng, Sun Qianru

Comments ICCV 2021

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift

Jiefeng Peng, Jiqi Zhang, Changlin Li, Guangrun Wang, Xiaodan Liang, Liang Lin

Comments Accepted to ICCV 2021

Learning of Visual Relations: The Devil is in the Tails

Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos

Comments Accepted to ICCV 2021

Relational Embedding for Few-Shot Classification

Dahyun Kang, Heeseung Kwon, Juhong Min, Minsu Cho

Comments Accepted at ICCV 2021