ICCV 2021

1,612 papers

3D Human Pose Estimation With Spatial and Temporal Transformers

Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen

Unconstrained Scene Generation With Locally Conditioned Radiance Fields

Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind

STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing

Wen-Cheng Chen, Min-Chun Hu, Chu-Song Chen

Co2L: Contrastive Continual Learning

Hyuntak Cha, Jaeho Lee, Jinwoo Shin

MBA-VO: Motion Blur Aware Visual Odometry

Peidong Liu, Xingxing Zuo, Viktor Larsson, Marc Pollefeys

Interactive Prototype Learning for Egocentric Action Recognition

Xiaohan Wang, Linchao Zhu, Heng Wang, Yi Yang

DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion

Bin Xiao, Haifeng Wu, Xiuli Bi

Online-Trained Upsampler for Deep Low Complexity Video Compression

Jan P. Klopp, Keng-Chi Liu, Shao-Yi Chien, Liang-Gee Chen

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation

Yuhang Zang, Chen Huang, Chen Change Loy

FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting

Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu

PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric

Jingwei Huang, Yanfeng Zhang, Mingwei Sun

Event Stream Super-Resolution via Spatiotemporal Constraint Learning

Siqi Li, Yutong Feng, Yipeng Li, Yu Jiang, Changqing Zou

Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective

Jiarui Xu, Xiaolong Wang

Detail Me More: Improving GAN's Photo-Realism of Complex Scenes

Raghudeep Gadde, Qianli Feng, Aleix M. Martinez

Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings

Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko, Judy Hoffman

Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation

Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin

The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention

Ewa M. Nowara, Daniel McDuff, Ashok Veeraraghavan

Condensing a Sequence to One Informative Frame for Video Recognition

Zhaofan Qiu, Ting Yao, Yan Shu, Chong-Wah Ngo, Tao Mei

BN-NAS: Neural Architecture Search With Batch Normalization

Boyu Chen, Peixia Li, Baopu Li, CHEN LIN, Chuming Li

Contextually Plausible and Diverse 3D Human Motion Prediction

Sadegh Aliakbarian, Fatemeh Saleh, Lars Petersson, Stephen Gould, Mathieu Salzmann

From Culture to Clothing: Discovering the World Events Behind a Century of Fashion Images

Wei-Lin Hsiao, Kristen Grauman

On the Hidden Treasure of Dialog in Video Question Answering

Deniz Engin, Francois Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis

Visual Alignment Constraint for Continuous Sign Language Recognition

Yuecong Min, Aiming Hao, Xiujuan Chai, Xilin Chen

Influence Selection for Active Learning

Zhuoming Liu, Hao Ding, Huaping Zhong, Weijia Li, Jifeng Dai

Greedy Gradient Ensemble for Robust Visual Question Answering

Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian

Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation

Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang

Learning Facial Representations From the Cycle-Consistency of Face

Jia-Ren Chang, Yong-Sheng Chen, Wei-Chen Chiu

DAE-GAN: Dynamic Aspect-Aware GAN for Text-to-Image Synthesis

Shulan Ruan, Yong Zhang, Kun Zhang, Yanbo Fan, Fan Tang

Learn To Cluster Faces via Pairwise Classification

Junfu Liu, Di Qiu, Pengfei Yan, Xiaolin Wei

Discover the Unknown Biased Attribute of an Image Classifier

Zhiheng Li, Chenliang Xu

Group-Free 3D Object Detection via Transformers

Ze Liu, Zheng Zhang, Yue Cao, Han Hu, Xin Tong

Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning

Eli Verwimp, Matthias De Lange, Tinne Tuytelaars

The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation

Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander G. Schwing

3D Human Texture Estimation From a Single Image With Transformers

Xiangyu Xu, Chen Change Loy

CDNet: Centripetal Direction Network for Nuclear Instance Segmentation

Hongliang He, Zhongyi Huang, Yao Ding, Guoli Song, Lin Wang

HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise

Souvik Kundu, Massoud Pedram, Peter A. Beerel

Hybrid Neural Fusion for Full-Frame Video Stabilization

Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation

Chi-Chong Wong, Chi-man Vong

Learning Rare Category Classifiers on a Tight Labeling Budget

Ravi Teja Mullapudi, Fait Poms, William R. Mark, Deva Ramanan, Kayvon Fatahalian

Embed Me if You Can: A Geometric Perceptron

Pavlo Melnyk, Michael Felsberg, Mårten Wadenbäck

TRAR: Routing the Attention Spans in Transformer for Visual Question Answering

Yiyi Zhou, Tianhe Ren, Chaoyang Zhu, Xiaoshuai Sun, Jianzhuang Liu

Generating Masks From Boxes by Mining Spatio-Temporal Consistencies in Videos

Bin Zhao, Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

TAM: Temporal Adaptive Module for Video Recognition

Zhaoyang Liu, Limin Wang, Wayne Wu, Chen Qian, Tong Lu

Predicting With Confidence on Unseen Distributions

Devin Guillory, Vaishaal Shankar, Sayna Ebrahimi, Trevor Darrell, Ludwig Schmidt

Learning To Estimate Hidden Motions With Global Motion Aggregation

Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard Hartley

Transporting Causal Mechanisms for Unsupervised Domain Adaptation

Zhongqi Yue, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency

Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao

Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace

Zhiyi Pan, Peng Jiang, Yunhai Wang, Changhe Tu, Anthony G. Cohn

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

Anna Kukleva, Hilde Kuehne, Bernt Schiele

Image Synthesis From Layout With Locality-Aware Mask Adaption

Zejian Li, Jingyu Wu, Immanuel Koh, Yongchuan Tang, Lingyun Sun

Deep Hough Voting for Robust Global Registration

Junha Lee, Seungwook Kim, Minsu Cho, Jaesik Park

IICNet: A Generic Framework for Reversible Image Conversion

Ka Leong Cheng, Yueqi Xie, Qifeng Chen

The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video

John Gideon, Simon Stent

Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation

Qin Wang, Dengxin Dai, Lukas Hoyer, Luc Van Gool, Olga Fink

VariTex: Variational Neural Face Textures

Marcel C. Bühler, Abhimitra Meka, Gengyan Li, Thabo Beeler, Otmar Hilliges

Rethinking Deep Image Prior for Denoising

Yeonsik Jo, Se Young Chun, Jonghyun Choi

On Equivariant and Invariant Learning of Object Landmark Representations

Zezhou Cheng, Jong-Chyi Su, Subhransu Maji

Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval

Young Kyun Jang, Nam Ik Cho

Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories

Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan

SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation

Kai Chen, Qi Dou

Unsupervised Image Generation With Infinite Generative Adversarial Networks

Hui Ying, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

Self-Conditioned Probabilistic Learning of Video Rescaling

Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che, Guangtao Zhai

Temporal Knowledge Consistency for Unsupervised Visual Representation Learning

Weixin Feng, Yuanjiang Wang, Lihua Ma, Ye Yuan, Chi Zhang

3D Shape Generation and Completion Through Point-Voxel Diffusion

Linqi Zhou, Yilun Du, Jiajun Wu

Improving De-Raining Generalization via Neural Reorganization

Jie Xiao, man zhou, Xueyang Fu, Aiping Liu, Zheng-Jun Zha

ACDC: The Adverse Conditions Dataset With Correspondences for Semantic Driving Scene Understanding

Christos Sakaridis, Dengxin Dai, Luc Van Gool

Omni-GAN: On the Secrets of cGANs and Beyond

Peng Zhou, Lingxi Xie, Bingbing Ni, Cong Geng, Qi Tian

Instances As Queries

Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang

Architecture Disentanglement for Deep Neural Networks

Jie Hu, Liujuan Cao, Tong Tong, Qixiang Ye, ShengChuan Zhang

Unshuffling Data for Improved Generalization in Visual Question Answering

Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution

Kai Zhang, Jingyun Liang, Luc Van Gool, Radu Timofte

Explanations for Occluded Images

Hana Chockler, Daniel Kroening, Youcheng Sun

M3D-VTON: A Monocular-to-3D Virtual Try-On Network

Fuwei Zhao, Zhenyu Xie, Michael Kampffmeyer, Haoye Dong, Songfang Han

Dense Interaction Learning for Video-Based Person Re-Identification

Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen

Z-Score Normalization, Hubness, and Few-Shot Learning

Nanyi Fei, Yizhao Gao, Zhiwu Lu, Tao Xiang

Knowledge-Enriched Distributional Model Inversion Attacks

Si Chen, Mostafa Kahla, Ruoxi Jia, Guo-Jun Qi

One-Pass Multi-View Clustering for Large-Scale Data

Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang

Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search

Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu

Deep Virtual Markers for Articulated 3D Shapes

Hyomin Kim, Jungeon Kim, Jaewon Kam, Jaesik Park, Seungyong Lee

Orthogonal Projection Loss

Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan

An Asynchronous Kalman Filter for Hybrid Event Cameras

Ziwei Wang, Yonhon Ng, Cedric Scheerlinck, Robert Mahony

AINet: Association Implantation for Superpixel Segmentation

Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang

Finding Representative Interpretations on Convolutional Neural Networks

Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang

Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance

Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao

Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection

Adrian Bulat, Georgios Tzimiropoulos

COMISR: Compression-Informed Video Super-Resolution

Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang

Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier

Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri, Chris Jermaine

Learning To Adversarially Blur Visual Object Tracking

Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie

Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation

Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

Relating Adversarially Robust Generalization to Flat Minima

David Stutz, Matthias Hein, Bernt Schiele

A Closer Look at Rotation-Invariant Deep Point Cloud Analysis

Feiran Li, Kent Fujiwara, Fumio Okura, Yasuyuki Matsushita

GAN-Control: Explicitly Controllable GANs

Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gérard Medioni

ID-Reveal: Identity-Aware DeepFake Video Detection

Davide Cozzolino, Andreas Rossler, Justus Thies, Matthias Nießner, Luisa Verdoliva

Vis2Mesh: Efficient Mesh Reconstruction From Unstructured Point Clouds of Large Scenes With Learned Virtual View Visibility

Shuang Song, Zhaopeng Cui, Rongjun Qin

TransView: Inside, Outside, and Across the Cropping View Boundaries

Zhiyu Pan, Zhiguo Cao, Kewei Wang, Hao Lu, Weicai Zhong

Training Weakly Supervised Video Frame Interpolation With Events

Zhiyang Yu, Yu Zhang, Deyuan Liu, Dongqing Zou, Xijun Chen

Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement

Chuanjun Zheng, Daming Shi, Wentian Shi

Multi-Task Self-Training for Learning General Representations

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

Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner?

Lijun Wang, Yifan Wang, Linzhao Wang, Yunlong Zhan, Ying Wang

Keypoint Communities

Duncan Zauss, Sven Kreiss, Alexandre Alahi