ICCV

A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction

Moitreya Chatterjee, Narendra Ahuja, Anoop Cherian

Comments Accepted at ICCV 2021 (Oral)

Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement

Uddeshya Upadhyay, Viswanath P. Sudarshan, Suyash P. Awate

Comments Accepted at IEEE ICCV-2021 workshop on Computer Vision for Automated Medical Diagnosis

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies

Sida Peng, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai, Xiaowei Zhou, Hujun Bao

Comments Accepted to ICCV 2021. The first two authors contributed equally to this paper. Project page: https://zju3dv.github.io/animatable_nerf/

With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

Comments Accepted at ICCV 2021

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Ye Yuan, Xinshuo Weng, Yanglan Ou, Kris Kitani

Comments ICCV 2021. Code: https://github.com/Khrylx/AgentFormer. Project page: https://www.ye-yuan.com/agentformer

Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective

Philipp Benz, Chaoning Zhang, In So Kweon

Comments Accepted to ICCV 2021

Self-Knowledge Distillation with Progressive Refinement of Targets

Kyungyul Kim, ByeongMoon Ji, Doyoung Yoon, Sangheum Hwang

Comments Accepted at ICCV 2021 (oral presentation)

Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement

Chuanjun Zheng, Daming Shi, Wentian Shi

Comments Accepted by ICCV 2021

Point-Based Modeling of Human Clothing

Ilya Zakharkin, Kirill Mazur, Artur Grigorev, Victor Lempitsky

Comments Accepted for ICCV 2021

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion

Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

Comments Accepted to ICCV 2021. Project page: https://zlai0.github.io/VideoAutoencoder

Topologically Consistent Multi-View Face Inference Using Volumetric Sampling

Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li, Yajie Zhao

Comments International Conference on Computer Vision (ICCV)

Shape-aware Multi-Person Pose Estimation from Multi-View Images

Zijian Dong, Jie Song, Xu Chen, Chen Guo, Otmar Hilliges

Comments ICCV'2021; Video: https://www.youtube.com/watch?v=KE5Jpnyqmh4 | Project page: https://ait.ethz.ch/projects/2021/multi-human-pose/

Scaling up instance annotation via label propagation

Dim P. Papadopoulos, Ethan Weber, Antonio Torralba

Comments ICCV 2021

Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology

Chetan L Srinidhi, Anne L Martel

Comments Accepted at ICCV 2021 CDpath workshop

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer

Comments ICCV 2021, Project page is available at https://bit.ly/3dJN4Lf

Relating Adversarially Robust Generalization to Flat Minima

David Stutz, Matthias Hein, Bernt Schiele

Comments ICCV'21

Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics

Zhiwei Jia, Bodi Yuan, Kangkang Wang, Hong Wu, David Clifford, Zhiqiang Yuan, Hao Su

Comments Accepted to ICCV 2021

MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning

Sonia Baee, Erfan Pakdamanian, Inki Kim, Lu Feng, Vicente Ordonez, Laura Barnes

Comments Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021

Waypoint Models for Instruction-guided Navigation in Continuous Environments

Jacob Krantz, Aaron Gokaslan, Dhruv Batra, Stefan Lee, Oleksandr Maksymets

Comments ICCV 2021

Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images

Yigit Baran Can, Alexander Liniger, Danda Pani Paudel, Luc Van Gool

Comments ICCV 2021

De-rendering Stylized Texts

Wataru Shimoda, Daichi Haraguchi, Seiichi Uchida, Kota Yamaguchi

Comments Accepted to ICCV 2021. Codes: https://github.com/CyberAgentAILab/derendering-text

How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors

Satoshi Tsutsui, Ruta Desai, Karl Ridgeway

Comments Accepted to 2021 ICCV Workshop on Egocentric Perception, Interaction and Computing (EPIC)

Fake It Till You Make It: Face analysis in the wild using synthetic data alone

Erroll Wood, Tadas Baltrušaitis, Charlie Hewitt, Sebastian Dziadzio, Matthew Johnson, Virginia Estellers, Thomas J. Cashman, Jamie Shotton

Comments ICCV 2021. Amended acknowledgements

Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets

Matthew Gwilliam, Srinidhi Hegde, Lade Tinubu, Alex Hanson

Comments Accepted as an oral paper to the Human-centric Trustworthy Computer Vision (HTCV 2021) workshop at ICCV 2021; 17 pages, 9 figures, 6 tables

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

Yi Wei, Shaohui Liu, Yongming Rao, Wang Zhao, Jiwen Lu, Jie Zhou

Comments To appear in ICCV 2021 (Oral). Project page: https://weiyithu.github.io/NerfingMVS/

End-to-End Urban Driving by Imitating a Reinforcement Learning Coach

Zhejun Zhang, Alexander Liniger, Dengxin Dai, Fisher Yu, Luc Van Gool

Comments Published at ICCV 2021

ELF-VC: Efficient Learned Flexible-Rate Video Coding

Oren Rippel, Alexander G. Anderson, Kedar Tatwawadi, Sanjay Nair, Craig Lytle, Lubomir Bourdev

Journal ref International Conference on Computer Vision, 2021

YOLinO: Generic Single Shot Polyline Detection in Real Time

Annika Meyer, Philipp Skudlik, Jan-Hendrik Pauls, Christoph Stiller

Comments published on ICCV 2021 Workshop

Virtual Light Transport Matrices for Non-Line-Of-Sight Imaging

Julio Marco, Adrian Jarabo, Ji Hyun Nam, Xiaochun Liu, Miguel Ángel Cosculluela, Andreas Velten, Diego Gutierrez

Comments ICCV 2021 (Oral)

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 2440-2449

Balanced Masked and Standard Face Recognition

Delong Qi, Kangli Hu, Weijun Tan, Qi Yao, Jingfeng Liu

Journal ref 2021 ICCV Workshops