ICCV

Continuous Perception for Classifying Shapes and Weights of Garmentsfor Robotic Vision Applications

Li Duan, Gerardo Aragon-Camarasa

Comments Accepted by the 17th International Conference on Computer Vision Theory and Applications

The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video

John Gideon, Simon Stent

Comments Code available at https://github.com/ToyotaResearchInstitute/RemotePPG

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 3995-4004

Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding

Yao Li, Martin Renqiang Min, Wenchao Yu, Cho-Jui Hsieh, Thomas C. M. Lee, Erik Kruus

Comments 9 pages

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 7496-7505

End-to-End Dense Video Captioning with Parallel Decoding

Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, Ping Luo

Comments Accepted by ICCV 2021

T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging

Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu

Comments Accepted at ICCV 2021

Contrastive Feature Loss for Image Prediction

Alex Andonian, Taesung Park, Bryan Russell, Phillip Isola, Jun-Yan Zhu, Richard Zhang

Comments Appeared in Advances in Image Manipulation Workshop at ICCV 2021. GitHub: https://github.com/alexandonian/contrastive-feature-loss

Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation

Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler

Journal ref Proc. International Conference on Computer Vision (ICCV) 2021

Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations

Pau Rodriguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam Laradji, Laurent Charlin, David Vazquez

Comments ICCV 2021

Field of Junctions: Extracting Boundary Structure at Low SNR

Dor Verbin, Todd Zickler

Comments ICCV 2021. Project page with demo, video, and code: https://vision.seas.harvard.edu/foj/

What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community?

David LeBauer, Max Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou

Comments 7 pages, 4 figures, ICCV 2021 Workshop on Computer Vision Problems in Plant Phenotyping and Agriculture (CVPPA)

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021, pp. 1409-1415

Auto Graph Encoder-Decoder for Neural Network Pruning

Sixing Yu, Arya Mazaheri, Ali Jannesari

Comments In proc. of ICCV 2021

Testing using Privileged Information by Adapting Features with Statistical Dependence

Kwang In Kim, James Tompkin

Comments Published at ICCV 2021. Webpage: http://www.jamestompkin.com/tupi

There is More than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking with Sound by Distilling Multimodal Knowledge

Francisco Rivera Valverde, Juana Valeria Hurtado, Abhinav Valada

Comments Accepted at CVPR 2021. Dataset, code and models are available at http://rl.uni-freiburg.de/research/multimodal-distill

Journal ref IEEE/ CVF International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11612-11621, 2021

SFTrack++: A Fast Learnable Spectral Segmentation Approach for Space-Time Consistent Tracking

Elena Burceanu

Comments Accepted at Neural Information Processing Systems (NeurIPS) 2020 - Pre-registration Workshop and at The International Conference on Computer Vision (ICCV) 2021 - Structured Representations for Video Understanding Workshop

Domain Generalization via Gradient Surgery

Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante

Comments Accepted for publication at ICCV 2021

Learn-to-Race: A Multimodal Control Environment for Autonomous Racing

James Herman, Jonathan Francis, Siddha Ganju, Bingqing Chen, Anirudh Koul, Abhinav Gupta, Alexey Skabelkin, Ivan Zhukov, Max Kumskoy, Eric Nyberg

Comments Accepted to the International Conference on Computer Vision (ICCV 2021); equal contribution - JH and JF; 15 pages, 4 figures

Journal ref International Conference on Computer Vision (ICCV), 2021

XAI Handbook: Towards a Unified Framework for Explainable AI

Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel

Journal ref Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Workshops

Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition

Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

Comments Accepted to ICCV 2021

RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions

Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin

Comments Accepted by International Conference on Computer Vision 2021 (ICCV 2021)

On-device Real-time Hand Gesture Recognition

George Sung, Kanstantsin Sokal, Esha Uboweja, Valentin Bazarevsky, Jonathan Baccash, Eduard Gabriel Bazavan, Chuo-Ling Chang, Matthias Grundmann

Comments 5 pages, 6 figures; ICCV Workshop on Computer Vision for Augmented and Virtual Reality, Montreal, Canada, 2021

Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds

Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui

Comments Accepted by ICCV 2021

Vision-Language Navigation with Random Environmental Mixup

Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Zongyuan Ge, Yi-Dong Shen

Comments ICCV 2021

Distributional Robustness Loss for Long-tail Learning

Dvir Samuel, Gal Chechik

Comments Accepted to ICCV 2021

ViViT: A Video Vision Transformer

Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid

Comments ICCV 2021. Code at https://github.com/google-research/scenic/tree/main/scenic/projects/vivit

Multimodal Knowledge Expansion

Zihui Xue, Sucheng Ren, Zhengqi Gao, Hang Zhao

Comments Accepted by ICCV 2021. Project website: https://tsinghua-mars-lab.github.io/MKE/

UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model

Haonan Yan, Jiaqi Chen, Xujie Zhang, Shengkai Zhang, Nianhong Jiao, Xiaodan Liang, Tianxiang Zheng

Comments Accepted to ICCV 2021

Journal ref ICCV 2021

Learning to Adversarially Blur Visual Object Tracking

Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao

Comments This work has been accepted to ICCV 2021

Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation

Rawal Khirodkar, Visesh Chari, Amit Agrawal, Ambrish Tyagi

Comments ICCV 2021

SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer

Peng Xiang, Xin Wen, Yu-Shen Liu, Yan-Pei Cao, Pengfei Wan, Wen Zheng, Zhizhong Han

Comments ICCV 2021 (Oral)

H2O: A Benchmark for Visual Human-human Object Handover Analysis

Ruolin Ye, Wenqiang Xu, Zhendong Xue, Tutian Tang, Yanfeng Wang, Cewu Lu

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2021