ICCV

Domain-Aware Universal Style Transfer

Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun

Comments Accepted by ICCV 2021. Code is available at https://github.com/Kibeom-Hong/Domain-Aware-Style-Transfer

The Right to Talk: An Audio-Visual Transformer Approach

Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu

Comments Accepted to ICCV 2021

LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision

Zhijian Liu, Simon Stent, Jie Li, John Gideon, Song Han

Comments ICCV 2021. Project page: https://loctex.mit.edu/

Probabilistic Modeling for Human Mesh Recovery

Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

Comments ICCV 2021. Project page: https://www.seas.upenn.edu/~nkolot/projects/prohmr

Semantically Coherent Out-of-Distribution Detection

Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

Comments 15 pages, 7 figures. Accepted by ICCV-2021. Project page: https://jingkang50.github.io/projects/scood

Cross-category Video Highlight Detection via Set-based Learning

Minghao Xu, Hang Wang, Bingbing Ni, Riheng Zhu, Zhenbang Sun, Changhu Wang

Comments Accepted as poster presentation at International Conference on Computer Vision (ICCV), 2021

A Robust Loss for Point Cloud Registration

Zhi Deng, Yuxin Yao, Bailin Deng, Juyong Zhang

Comments Accepted to ICCV 2021

SketchLattice: Latticed Representation for Sketch Manipulation

Yonggang Qi, Guoyao Su, Pinaki Nath Chowdhury, Mingkang Li, Yi-Zhe Song

Comments accepted to ICCV 2021

Few-shot Visual Relationship Co-localization

Revant Teotia, Vaibhav Mishra, Mayank Maheshwari, Anand Mishra

Comments Accepted in ICCV 2021

Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence

Ronghan Chen, Yang Cong, Jiahua Dong

Comments 15 pages, 18 figures. Accepted to ICCV 2021

The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation

Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander Schwing

Comments ICCV 2021

Generalized Real-World Super-Resolution through Adversarial Robustness

Angela Castillo, María Escobar, Juan C. Pérez, Andrés Romero, Radu Timofte, Luc Van Gool, Pablo Arbeláez

Comments ICCV Workshops, 2021

Thermal Image Processing via Physics-Inspired Deep Networks

Vishwanath Saragadam, Akshat Dave, Ashok Veeraraghavan, Richard Baraniuk

Comments Accepted to 2nd ICCV workshop on Learning for Computational Imaging (LCI)

Move2Hear: Active Audio-Visual Source Separation

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

Comments Accepted to ICCV 2021

Co-Scale Conv-Attentional Image Transformers

Weijian Xu, Yifan Xu, Tyler Chang, Zhuowen Tu

Comments Accepted to ICCV 2021 (Oral)

NeRD: Neural Reflectance Decomposition from Image Collections

Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu, Hendrik P. A. Lensch

Comments Accepted at ICCV 2021

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

Zhaoshuo Li, Xingtong Liu, Nathan Drenkow, Andy Ding, Francis X. Creighton, Russell H. Taylor, Mathias Unberath

Comments Our code is available at https://github.com/mli0603/stereo-transformer

Journal ref ICCV 2021 Oral

On Adversarial Robustness: A Neural Architecture Search perspective

Chaitanya Devaguptapu, Devansh Agarwal, Gaurav Mittal, Pulkit Gopalani, Vineeth N Balasubramanian

Comments Accepted at the Workshop on Adversarial Robustness in Real-World, ICCV-2021 (previous version accepted at four ICLR-21 Workshops)

Multi-Task Self-Training for Learning General Representations

Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin

Comments ICCV 2021

CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing

Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

Comments Accepted to ICCV 2021

TransFER: Learning Relation-aware Facial Expression Representations with Transformers

Fanglei Xue, Qiangchang Wang, Guodong Guo

Comments Camera-ready, ICCV 2021

NGC: A Unified Framework for Learning with Open-World Noisy Data

Zhi-Fan Wu, Tong Wei, Jianwen Jiang, Chaojie Mao, Mingqian Tang, Yu-Feng Li

Comments ICCV 2021

Field-Guide-Inspired Zero-Shot Learning

Utkarsh Mall, Bharath Hariharan, Kavita Bala

Comments Accepted to ICCV 2021

Episodic Transformer for Vision-and-Language Navigation

Alexander Pashevich, Cordelia Schmid, Chen Sun

Comments ICCV 2021; 19 pages; Code available at https://github.com/alexpashevich/E.T

On Feature Decorrelation in Self-Supervised Learning

Tianyu Hua, Wenxiao Wang, Zihui Xue, Sucheng Ren, Yue Wang, Hang Zhao

Comments ICCV 2021 Oral. The first two authors contribute equally

A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation

Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li

Comments Accepted to Proc. Int. Conf. Computer Vision (ICCV) 2021

Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval

Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut

Comments IEEE/CVF International Conference on Computer Vision (ICCV 2021)

Variational Feature Disentangling for Fine-Grained Few-Shot Classification

Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras

Comments Accepted to ICCV 2021

A QuadTree Image Representation for Computational Pathology

Rob Jewsbury, Abhir Bhalerao, Nasir Rajpoot

Comments 11 pages, 5 figures, accepted to CDPath ICCV 2021

Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision

Ning-Hsu Wang, Ren Wang, Yu-Lun Liu, Yu-Hao Huang, Yu-Lin Chang, Chia-Ping Chen, Kevin Jou

Comments ICCV 2021. Project page: https://albert100121.github.io/AiFDepthNet/ Code: https://github.com/albert100121/AiFDepthNet