ICCV 2021

1,612 papers

Indoor Scene Generation From a Collection of Semantic-Segmented Depth Images

Ming-Jia Yang, Yu-Xiao Guo, Bin Zhou, Xin Tong

Learning Hierarchical Graph Neural Networks for Image Clustering

Yifan Xing, Tong He, Tianjun Xiao, Yongxin Wang, Yuanjun Xiong

Normalized Human Pose Features for Human Action Video Alignment

Jingyuan Liu, Mingyi Shi, Qifeng Chen, Hongbo Fu, Chiew-Lan Tai

Contrasting Contrastive Self-Supervised Representation Learning Pipelines

Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi

Motion-Aware Dynamic Architecture for Efficient Frame Interpolation

Myungsub Choi, Suyoung Lee, Heewon Kim, Kyoung Mu Lee

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems

Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

Shape-Aware Multi-Person Pose Estimation From Multi-View Images

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

CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations

Mohammadreza Zolfaghari, Yi Zhu, Peter Gehler, Thomas Brox

Geography-Aware Self-Supervised Learning

Kumar Ayush, Burak Uzkent, Chenlin Meng, Kumar Tanmay, Marshall Burke

Detector-Free Weakly Supervised Grounding by Separation

Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev

Segmentation-Grounded Scene Graph Generation

Siddhesh Khandelwal, Mohammed Suhail, Leonid Sigal

DenseTNT: End-to-End Trajectory Prediction From Dense Goal Sets

Junru Gu, Chen Sun, Hang Zhao

Self-Born Wiring for Neural Trees

Ying Chen, Feng Mao, Jie Song, Xinchao Wang, Huiqiong Wang

Better Aggregation in Test-Time Augmentation

Divya Shanmugam, Davis Blalock, Guha Balakrishnan, John Guttag

Location-Aware Single Image Reflection Removal

Zheng Dong, Ke Xu, Yin Yang, Hujun Bao, Weiwei Xu

Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation

Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu

A Backdoor Attack Against 3D Point Cloud Classifiers

Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis

Fourier Space Losses for Efficient Perceptual Image Super-Resolution

Dario Fuoli, Luc Van Gool, Radu Timofte

Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views

Xin Wei, Yifei Gong, Fudong Wang, Xing Sun, Jian Sun

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner, Daliang Li, Thomas Unterthiner

DeepCAD: A Deep Generative Network for Computer-Aided Design Models

Rundi Wu, Chang Xiao, Changxi Zheng

In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces

Jinhui Xiong, Wolfgang Heidrich

GLiT: Neural Architecture Search for Global and Local Image Transformer

Boyu Chen, Peixia Li, Chuming Li, Baopu Li, LEI BAI

SOMA: Solving Optical Marker-Based MoCap Automatically

Nima Ghorbani, Michael J. Black

Self-Mutual Distillation Learning for Continuous Sign Language Recognition

Aiming Hao, Yuecong Min, Xilin Chen

Foreground Activation Maps for Weakly Supervised Object Localization

Meng Meng, Tianzhu Zhang, Qi Tian, Yongdong Zhang, Feng Wu

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

Philipp Benz, Chaoning Zhang, In So Kweon

TransReID: Transformer-Based Object Re-Identification

Shuting He, Hao Luo, Pichao WANG, Fan Wang, Hao Li

SurfGen: Adversarial 3D Shape Synthesis With Explicit Surface Discriminators

Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting

Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian

PU-EVA: An Edge-Vector Based Approximation Solution for Flexible-Scale Point Cloud Upsampling

Luqing Luo, Lulu Tang, Wanyi Zhou, Shizheng Wang, Zhi-Xin Yang

AI Choreographer: Music Conditioned 3D Dance Generation With AIST++

Ruilong Li, Shan Yang, David A. Ross, Angjoo Kanazawa

DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras

Yang Zheng, Ruizhi Shao, Yuxiang Zhang, Tao Yu, Zerong Zheng

Motion Basis Learning for Unsupervised Deep Homography Estimation With Subspace Projection

Nianjin Ye, Chuan Wang, Haoqiang Fan, Shuaicheng Liu

How To Train Neural Networks for Flare Removal

Yicheng Wu, Qiurui He, Tianfan Xue, Rahul Garg, Jiawen Chen

LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning

Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, Umapada Pal, Sukalpa Chanda

Looking Here or There? Gaze Following in 360-Degree Images

Yunhao Li, Wei Shen, Zhongpai Gao, Yucheng Zhu, Guangtao Zhai

Exploring Simple 3D Multi-Object Tracking for Autonomous Driving

Chenxu Luo, Xiaodong Yang, Alan Yuille

Superpoint Network for Point Cloud Oversegmentation

Le Hui, Jia Yuan, Mingmei Cheng, Jin Xie, Xiaoya Zhang

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

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

Distributional Robustness Loss for Long-Tail Learning

Dvir Samuel, Gal Chechik

PICCOLO: Point Cloud-Centric Omnidirectional Localization

Junho Kim, Changwoon Choi, Hojun Jang, Young Min Kim

Semantic Concentration for Domain Adaptation

Shuang Li, Mixue Xie, fangrui lv, Chi Harold Liu, Jian Liang

A Robust Loss for Point Cloud Registration

Zhi Deng, Yuxin Yao, Bailin Deng, Juyong Zhang

Black-Box Detection of Backdoor Attacks With Limited Information and Data

Yinpeng Dong, Xiao Yang, Zhijie Deng, Tianyu Pang, Zihao Xiao

VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction

Jaesung Choe, Sunghoon Im, Francois Rameau, Minjun Kang, In So Kweon

Learning Target Candidate Association To Keep Track of What Not To Track

Christoph Mayer, Martin Danelljan, Danda Pani Paudel, Luc Van Gool

Bifold and Semantic Reasoning for Pedestrian Behavior Prediction

Amir Rasouli, Mohsen Rohani, Jun Luo

Learning To Regress Bodies From Images Using Differentiable Semantic Rendering

Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black

Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization

Xiuli Bi, Zhipeng Zhang, Bin Xiao

Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination

Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee

Understanding and Mitigating Annotation Bias in Facial Expression Recognition

Yunliang Chen, Jungseock Joo

Distilling Virtual Examples for Long-Tailed Recognition

Yin-Yin He, Jianxin Wu, Xiu-Shen Wei

Probabilistic Modeling for Human Mesh Recovery

Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

Improving Low-Precision Network Quantization via Bin Regularization

Tiantian Han, Dong Li, Ji Liu, Lu Tian, Yi Shan

SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition

Hezhen Hu, Weichao Zhao, Wengang Zhou, Yuechen Wang, Houqiang Li

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

James Herman, Jonathan Francis, Siddha Ganju, Bingqing Chen, Anirudh Koul

PoinTr: Diverse Point Cloud Completion With Geometry-Aware Transformers

Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu

PR-Net: Preference Reasoning for Personalized Video Highlight Detection

Runnan Chen, Penghao Zhou, Wenzhe Wang, Nenglun Chen, Pai Peng

Domain Adaptive Video Segmentation via Temporal Consistency Regularization

Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

Towards Better Explanations of Class Activation Mapping

Hyungsik Jung, Youngrock Oh

RFNet: Recurrent Forward Network for Dense Point Cloud Completion

Tianxin Huang, Hao Zou, Jinhao Cui, Xuemeng Yang, Mengmeng Wang

Few-Shot Visual Relationship Co-Localization

Revant Teotia, Vaibhav Mishra, Mayank Maheshwari, Anand Mishra

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

Oğuz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er, Pinar Yanardag

Multi-Scale Matching Networks for Semantic Correspondence

Dongyang Zhao, Ziyang Song, Zhenghao Ji, Gangming Zhao, Weifeng Ge

Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction

Fang Zheng, Le Wang, Sanping Zhou, Wei Tang, Zhenxing Niu

Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network

Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang

Spatially-Adaptive Image Restoration Using Distortion-Guided Networks

Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Vishnu Naresh Boddeti

DocFormer: End-to-End Transformer for Document Understanding

Srikar Appalaraju, Bhavan Jasani, Bhargava Urala Kota, Yusheng Xie, R. Manmatha

Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives

Ben Saunders, Necati Cihan Camgoz, Richard Bowden

Ziwei Wang, Yunsong Wang, Ziyi Wu, Jiwen Lu, Jie Zhou

Lipschitz Continuity Guided Knowledge Distillation

Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan

An End-to-End Transformer Model for 3D Object Detection

Ishan Misra, Rohit Girdhar, Armand Joulin

Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.

Yasser Abdelaziz Dahou Djilali, Tarun Krishna, Kevin McGuinness, Noel E. O’Connor

AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition

Rameswar Panda, Chun-Fu (Richard) Chen, Quanfu Fan, Ximeng Sun, Kate Saenko

Keep CALM and Improve Visual Feature Attribution

Jae Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

Xiangxiang Chu, Bo Zhang, Ruijun Xu

Active Universal Domain Adaptation

Xinhong Ma, Junyu Gao, Changsheng Xu

LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference

Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin

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

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

Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders

Jing Li, Di Kang, Wenjie Pei, Xuefei Zhe, Ying Zhang

Adaptive Focus for Efficient Video Recognition

Yulin Wang, Zhaoxi Chen, Haojun Jiang, Shiji Song, Yizeng Han

SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam

Yonggan Fu, Yang Zhang, Yue Wang, Zhihan Lu, Vivek Boominathan

Low Curvature Activations Reduce Overfitting in Adversarial Training

Vasu Singla, Sahil Singla, Soheil Feizi, David Jacobs

Viewing Graph Solvability via Cycle Consistency

Federica Arrigoni, Andrea Fusiello, Elisa Ricci, Tomas Pajdla

Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding

Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan

On Feature Decorrelation in Self-Supervised Learning

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

Social Fabric: Tubelet Compositions for Video Relation Detection

Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek

Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data

zhipeng cai, Ozan Sener, Vladlen Koltun

Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases

Jan Bednarik, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann

Image Synthesis via Semantic Composition

Yi Wang, Lu Qi, Ying-Cong Chen, Xiangyu Zhang, Jiaya Jia

Representative Color Transform for Image Enhancement

Hanul Kim, Su-Min Choi, Chang-Su Kim, Yeong Jun Koh

A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning

Muhammad Abdullah Jamal, Liqiang Wang, Boqing Gong

Exploring Temporal Coherence for More General Video Face Forgery Detection

Yinglin Zheng, Jianmin Bao, Dong Chen, Ming Zeng, Fang Wen

Clothing Status Awareness for Long-Term Person Re-Identification

Yan Huang, Qiang Wu, JingSong Xu, Yi Zhong, Zhaoxiang Zhang

Omniscient Video Super-Resolution

Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu

YouRefIt: Embodied Reference Understanding With Language and Gesture

Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-chun Zhu

PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-Rigid Structure-From-Motion

Haitian Zeng, Yuchao Dai, Xin Yu, Xiaohan Wang, Yi Yang

DetCo: Unsupervised Contrastive Learning for Object Detection

Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu