CVPR 2021

1,660 papers

Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics

Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu

Recognizing Actions in Videos From Unseen Viewpoints

AJ Piergiovanni, Michael S. Ryoo

Single-View 3D Object Reconstruction From Shape Priors in Memory

Shuo Yang, Min Xu, Haozhe Xie, Stuart Perry, Jiahao Xia

Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison

Shenzhi Wang, Liwei Wu, Lei Cui, Yujun Shen

SMURF: Self-Teaching Multi-Frame Unsupervised RAFT With Full-Image Warping

Austin Stone, Daniel Maurer, Alper Ayvaci, Anelia Angelova, Rico Jonschkowski

Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation

Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool

Revisiting Knowledge Distillation: An Inheritance and Exploration Framework

Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian

Knowledge Evolution in Neural Networks

Ahmed Taha, Abhinav Shrivastava, Larry S. Davis

Quantifying Explainers of Graph Neural Networks in Computational Pathology

Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta, Anna Maria Anniciello

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao

Spatiotemporal Contrastive Video Representation Learning

Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang

MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution

Liying Lu, Wenbo Li, Xin Tao, Jiangbo Lu, Jiaya Jia

VirTex: Learning Visual Representations From Textual Annotations

Karan Desai, Justin Johnson

A Circular-Structured Representation for Visual Emotion Distribution Learning

Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Xinbo Gao

Weakly-Supervised Physically Unconstrained Gaze Estimation

Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park

Closed-Form Factorization of Latent Semantics in GANs

Yujun Shen, Bolei Zhou

Inferring CAD Modeling Sequences Using Zone Graphs

Xianghao Xu, Wenzhe Peng, Chin-Yi Cheng, Karl D.D. Willis, Daniel Ritchie

SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation

Brendan Duke, Abdalla Ahmed, Christian Wolf, Parham Aarabi, Graham W. Taylor

Diversifying Sample Generation for Accurate Data-Free Quantization

Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan

Fair Feature Distillation for Visual Recognition

Sangwon Jung, Donggyu Lee, Taeeon Park, Taesup Moon

3D Object Detection With Pointformer

Xuran Pan, Zhuofan Xia, Shiji Song, Li Erran Li, Gao Huang

Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings

Hao Guo, Song Wang

Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World

Jiakai Wang, Aishan Liu, Zixin Yin, Shunchang Liu, Shiyu Tang

CLCC: Contrastive Learning for Color Constancy

Yi-Chen Lo, Chia-Che Chang, Hsuan-Chao Chiu, Yu-Hao Huang, Chia-Ping Chen

Transferable Query Selection for Active Domain Adaptation

Bo Fu, ZHANGJIE CAO, Jianmin Wang, Mingsheng Long

Scale-Localized Abstract Reasoning

Yaniv Benny, Niv Pekar, Lior Wolf

Contrastive Embedding for Generalized Zero-Shot Learning

Zongyan Han, Zhenyong Fu, Shuo Chen, Jian Yang

SwiftNet: Real-Time Video Object Segmentation

Haochen Wang, Xiaolong Jiang, Haibing Ren, Yao Hu, Song Bai

Visual Semantic Role Labeling for Video Understanding

Arka Sadhu, Tanmay Gupta, Mark Yatskar, Ram Nevatia, Aniruddha Kembhavi

MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space

Rui Huang, Yixuan Li

MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions

Haixu Wu, Zhiyu Yao, Jianmin Wang, Mingsheng Long

Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization

Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu

Video Prediction Recalling Long-Term Motion Context via Memory Alignment Learning

Sangmin Lee, Hak Gu Kim, Dae Hwi Choi, Hyung-Il Kim, Yong Man Ro

Deep Implicit Moving Least-Squares Functions for 3D Reconstruction

Shi-Lin Liu, Hao-Xiang Guo, Hao Pan, Peng-Shuai Wang, Xin Tong

Learning Discriminative Prototypes With Dynamic Time Warping

Xiaobin Chang, Frederick Tung, Greg Mori

Rainbow Memory: Continual Learning With a Memory of Diverse Samples

Jihwan Bang, Heesu Kim, YoungJoon Yoo, Jung-Woo Ha, Jonghyun Choi

Discrimination-Aware Mechanism for Fine-Grained Representation Learning

Furong Xu, Meng Wang, Wei Zhang, Yuan Cheng, Wei Chu

Siamese Natural Language Tracker: Tracking by Natural Language Descriptions With Siamese Trackers

Qi Feng, Vitaly Ablavsky, Qinxun Bai, Stan Sclaroff

An Alternative Probabilistic Interpretation of the Huber Loss

Gregory P. Meyer

UAV-Human: A Large Benchmark for Human Behavior Understanding With Unmanned Aerial Vehicles

Tianjiao Li, Jun Liu, Wei Zhang, Yun Ni, Wenqian Wang

Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning

Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

Partial Feature Selection and Alignment for Multi-Source Domain Adaptation

Yangye Fu, Ming Zhang, Xing Xu, Zuo Cao, Chao Ma

RepVGG: Making VGG-Style ConvNets Great Again

Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, guiguang ding

Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers

Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele

Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network

Aupendu Kar, Prabir Kumar Biswas

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression

Yufei CUI, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue

Class-Aware Robust Adversarial Training for Object Detection

Pin-Chun Chen, Bo-Han Kung, Jun-Cheng Chen

Understanding and Simplifying Perceptual Distances

Dan Amir, Yair Weiss

Task-Aware Variational Adversarial Active Learning

Kwanyoung Kim, Dongwon Park, Kwang In Kim, Se Young Chun

Searching for Fast Model Families on Datacenter Accelerators

Sheng Li, Mingxing Tan, Ruoming Pang, Andrew Li, Liqun Cheng

CompositeTasking: Understanding Images by Spatial Composition of Tasks

Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool

Prototype Augmentation and Self-Supervision for Incremental Learning

Fei Zhu, Xu-yao Zhang, Chuang Wang, Fei Yin, Cheng-lin Liu

Center-Based 3D Object Detection and Tracking

Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl

On Self-Contact and Human Pose

Lea Muller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black

General Multi-Label Image Classification With Transformers

Jack Lanchantin, Tianlu Wang, Vicente Ordonez, Yanjun Qi

Motion Representations for Articulated Animation

Aliaksandr Siarohin, Oliver J. Woodford, Jian Ren, Menglei Chai, Sergey Tulyakov

Decoupled Dynamic Filter Networks

Jingkai Zhou, Varun Jampani, Zhixiong Pi, Qiong Liu, Ming-Hsuan Yang

Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data

Ying Shu, Yan Yan, Si Chen, Jing-Hao Xue, Chunhua Shen

Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps

Yuk Heo, Yeong Jun Koh, Chang-Su Kim

Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation

Rongjie Li, Songyang Zhang, Bo Wan, Xuming He

Learning Semantic-Aware Dynamics for Video Prediction

Xinzhu Bei, Yanchao Yang, Stefano Soatto

Towards Part-Based Understanding of RGB-D Scans

Alexey Bokhovkin, Vladislav Ishimtsev, Emil Bogomolov, Denis Zorin, Alexey Artemov

Multi-Label Learning From Single Positive Labels

Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris

VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild

Jiaxu Miao, Yunchao Wei, Yu Wu, Chen Liang, Guangrui Li

Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes

Zhihang Zhong, Yinqiang Zheng, Imari Sato

SelfDoc: Self-Supervised Document Representation Learning

Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao

On Feature Normalization and Data Augmentation

Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. Weinberger

Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI

Yohan Jun, Hyungseob Shin, Taejoon Eo, Dosik Hwang

Learning To Segment Rigid Motions From Two Frames

Gengshan Yang, Deva Ramanan

ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks

Xinshao Wang, Yang Hua, Elyor Kodirov, David A. Clifton, Neil M. Robertson

Pareidolia Face Reenactment

Linsen Song, Wayne Wu, Chaoyou Fu, Chen Qian, Chen Change Loy

Neural Geometric Level of Detail: Real-Time Rendering With Implicit 3D Shapes

Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop

On the Difficulty of Membership Inference Attacks

Shahbaz Rezaei, Xin Liu

RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation

Sk Aziz Ali, Kerem Kahraman, Gerd Reis, Didier Stricker

Primitive Representation Learning for Scene Text Recognition

Ruijie Yan, Liangrui Peng, Shanyu Xiao, Gang Yao

Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales

Yifan Sun, Yuke Zhu, Yuhan Zhang, Pengkun Zheng, Xi Qiu

Equalization Loss v2: A New Gradient Balance Approach for Long-Tailed Object Detection

Jingru Tan, Xin Lu, Gang Zhang, Changqing Yin, Quanquan Li

MOOD: Multi-Level Out-of-Distribution Detection

Ziqian Lin, Sreya Dutta Roy, Yixuan Li

Nearest Neighbor Matching for Deep Clustering

Zhiyuan Dang, Cheng Deng, Xu Yang, Kun Wei, Heng Huang

Delving Into Localization Errors for Monocular 3D Object Detection

Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi

Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent

Fair Attribute Classification Through Latent Space De-Biasing

Vikram V. Ramaswamy, Sunnie S. Y. Kim, Olga Russakovsky

VisualVoice: Audio-Visual Speech Separation With Cross-Modal Consistency

Ruohan Gao, Kristen Grauman

OCONet: Image Extrapolation by Object Completion

Richard Strong Bowen, Huiwen Chang, Charles Herrmann, Piotr Teterwak, Ce Liu

3DCaricShop: A Dataset and a Baseline Method for Single-View 3D Caricature Face Reconstruction

Yuda Qiu, Xiaojie Xu, Lingteng Qiu, Yan Pan, Yushuang Wu

Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection

Jiaming Li, Hongtao Xie, Jiahong Li, Zhongyuan Wang, Yongdong Zhang

Asymmetric Metric Learning for Knowledge Transfer

Mateusz Budnik, Yannis Avrithis

A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning

Christoph Feichtenhofer, haoqi fan, Bo Xiong, Ross Girshick, Kaiming He

Learning a Self-Expressive Network for Subspace Clustering

Shangzhi Zhang, Chong You, René Vidal, Chun-Guang Li

Efficient Feature Transformations for Discriminative and Generative Continual Learning

Vinay Kumar Verma, Kevin J Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin

Intra-Inter Camera Similarity for Unsupervised Person Re-Identification

Shiyu Xuan, Shiliang Zhang

Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations

Adel Ahmadyan, Liangkai Zhang, Artsiom Ablavatski, Jianing Wei, Matthias Grundmann

Bilinear Parameterization for Non-Separable Singular Value Penalties

Marcus Valtonen Ornhag, Jose Pedro Iglesias, Carl Olsson

Physically-Aware Generative Network for 3D Shape Modeling

Mariem Mezghanni, Malika Boulkenafed, André Lieutier, Maks Ovsjanikov

Where and What? Examining Interpretable Disentangled Representations

Xinqi Zhu, Chang Xu, Dacheng Tao

SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud

Wu Zheng, Weiliang Tang, Li Jiang, Chi-Wing Fu

NormalFusion: Real-Time Acquisition of Surface Normals for High-Resolution RGB-D Scanning

Hyunho Ha, Joo Ho Lee, Andreas Meuleman, Min H. Kim

SLADE: A Self-Training Framework for Distance Metric Learning

Jiali Duan, Yen-Liang Lin, Son Tran, Larry S. Davis, C.-C. Jay Kuo

SSLayout360: Semi-Supervised Indoor Layout Estimation From 360deg Panorama

Phi Vu Tran

DyCo3D: Robust Instance Segmentation of 3D Point Clouds Through Dynamic Convolution

Tong He, Chunhua Shen, Anton van den Hengel