ICCV

Generic Event Boundary Detection: A Benchmark for Event Segmentation

Mike Zheng Shou, Stan Weixian Lei, Weiyao Wang, Deepti Ghadiyaram, Matt Feiszli

Comments ICCV 2021

Contrastive Learning for Label-Efficient Semantic Segmentation

Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield, Boqing Gong, Bradley Green, Lior Shapira, Ying Wu

Comments International Conference on Computer Vision (ICCV), 2021

Self-Supervised Real-to-Sim Scene Generation

Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State, Stan Birchfield, Marc T. Law

Comments accepted at ICCV 2021. Project page: https://research.nvidia.com/publication/2021-08_Sim2SG

Augmented Lagrangian Adversarial Attacks

Jérôme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed

Comments ICCV 2021 (Poster). Code available at: https://github.com/jeromerony/augmented_lagrangian_adversarial_attacks

Minimal Cases for Computing the Generalized Relative Pose using Affine Correspondences

Banglei Guan, Ji Zhao, Daniel Barath, Friedrich Fraundorfer

Comments ICCV 2021

Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning

Yinbo Chen, Zhuang Liu, Huijuan Xu, Trevor Darrell, Xiaolong Wang

Comments ICCV 2021. Code: https://github.com/yinboc/few-shot-meta-baseline

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement

Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson, Marc Pollefeys

Comments Accepted to ICCV 2021 for oral presentation

Deep Reparametrization of Multi-Frame Super-Resolution and Denoising

Goutam Bhat, Martin Danelljan, Fisher Yu, Luc Van Gool, Radu Timofte

Comments ICCV 2021 Oral

LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector

Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li

Comments ICCV'21

Masked Face Recognition Challenge: The InsightFace Track Report

Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou

Comments The WebFace260M Track of ICCV-21 MFR Challenge is still open in https://github.com/deepinsight/insightface/tree/master/challenges/iccv21-mfr

FOX-NAS: Fast, On-device and Explainable Neural Architecture Search

Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Hung-Yueh Chiang, Kai-Chiang Wu

Comments Accepted by ICCV 2021 Low-Power Computer Vision Workshop

e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks

Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz

Comments Accepted at ICCV 2021 (camera-ready version)

ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification

Hao Chen, Benoit Lagadec, Francois Bremond

Comments ICCV 2021

Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization

Lukas Stäcker, Juncong Fei, Philipp Heidenreich, Frank Bonarens, Jason Rambach, Didier Stricker, Christoph Stiller

Comments To present in ICCV 2021 (ERCVAD Workshop)

Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting

Anna Kukleva, Hilde Kuehne, Bernt Schiele

Comments ICCV 2021

Single-DARTS: Towards Stable Architecture Search

Pengfei Hou, Ying Jin, Yukang Chen

Comments Accepted by ICCV 2021 NeurArch Workshp

Target Adaptive Context Aggregation for Video Scene Graph Generation

Yao Teng, Limin Wang, Zhifeng Li, Gangshan Wu

Comments ICCV 2021 camera-ready version

Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision

Zhilu Zhang, Haolin Wang, Ming Liu, Ruohao Wang, Jiawei Zhang, Wangmeng Zuo

Comments Accepted by ICCV 2021

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

Binghui Chen, Zhaoyi Yan, Ke Li, Pengyu Li, Biao Wang, Wangmeng Zuo, Lei Zhang

Comments ICCV 2021

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng

Comments ICCV 2021 Oral

Structured Outdoor Architecture Reconstruction by Exploration and Classification

Fuyang Zhang, Xiang Xu, Nelson Nauata, Yasutaka Furukawa

Comments 2021 International Conference on Computer Vision (ICCV 2021)

A Simple Framework for 3D Lensless Imaging with Programmable Masks

Yucheng Zheng, Yi Hua, Aswin C. Sankaranarayanan, M. Salman Asif

Comments Supplementary material available at https://github.com/CSIPlab/Programmable3Dcam.git

Journal ref International Conference on Computer Vision (ICCV) 2021

Semantic Perturbations with Normalizing Flows for Improved Generalization

Oguz Kaan Yuksel, Sebastian U. Stich, Martin Jaggi, Tatjana Chavdarova

Comments In Proceedings of the IEEE International Conference on Computer Vision

Self-Supervised Visual Representations Learning by Contrastive Mask Prediction

Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

Comments Accepted to ICCV 2021

FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning

Chenxu Zhang, Yifan Zhao, Yifei Huang, Ming Zeng, Saifeng Ni, Madhukar Budagavi, Xiaohu Guo

Comments 10 pages, 9 figures. Accepted by ICCV 2021

Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs

Md Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Comments ICCV 2021

Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines

Mantang Guo, Jing Jin, Hui Liu, Junhui Hou

Comments Accepted by ICCV 2021

SSH: A Self-Supervised Framework for Image Harmonization

Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang

Comments Accepted by ICCV'2021

MT-ORL: Multi-Task Occlusion Relationship Learning

Panhe Feng, Qi She, Lei Zhu, Jiaxin Li, Lin Zhang, Zijian Feng, Changhu Wang, Chunpeng Li, Xuejing Kang, Anlong Ming

Comments Accepted by ICCV 2021

Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation

Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu

Comments Accepted to ICCV 2021 (Oral)