CVPR 2021

1,660 papers

Body2Hands: Learning To Infer 3D Hands From Conversational Gesture Body Dynamics

Evonne Ng, Shiry Ginosar, Trevor Darrell, Hanbyul Joo

Rank-One Prior: Toward Real-Time Scene Recovery

Jun Liu, Wen Liu, Jianing Sun, Tieyong Zeng

Learning Goals From Failure

Dave Epstein, Carl Vondrick

Differentiable SLAM-Net: Learning Particle SLAM for Visual Navigation

Peter Karkus, Shaojun Cai, David Hsu

3D Human Action Representation Learning via Cross-View Consistency Pursuit

Linguo Li, Minsi Wang, Bingbing Ni, Hang Wang, Jiancheng YANG

Real-Time Selfie Video Stabilization

Jiyang Yu, Ravi Ramamoorthi, Keli Cheng, Michel Sarkis, Ning Bi

Robust Reflection Removal With Reflection-Free Flash-Only Cues

Chenyang Lei, Qifeng Chen

Model-Based 3D Hand Reconstruction via Self-Supervised Learning

Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang

Visual Navigation With Spatial Attention

Bar Mayo, Tamir Hazan, Ayellet Tal

Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution

Baoli Sun, Xinchen Ye, Baopu Li, Haojie Li, Zhihui Wang

XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations

Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon

Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner

Chong Yu

Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression

Yuanchao Bai, Xianming Liu, Wangmeng Zuo, Yaowei Wang, Xiangyang Ji

SOON: Scenario Oriented Object Navigation With Graph-Based Exploration

Fengda Zhu, Xiwen Liang, Yi Zhu, Qizhi Yu, Xiaojun Chang

Anchor-Constrained Viterbi for Set-Supervised Action Segmentation

Jun Li, Sinisa Todorovic

Your "Flamingo" is My "Bird": Fine-Grained, or Not

Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song

View Generalization for Single Image Textured 3D Models

Anand Bhattad, Aysegul Dundar, Guilin Liu, Andrew Tao, Bryan Catanzaro

Self-Generated Defocus Blur Detection via Dual Adversarial Discriminators

Wenda Zhao, Cai Shang, Huchuan Lu

Unbalanced Feature Transport for Exemplar-Based Image Translation

Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu

AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence

Chengyue Gong, Dilin Wang, Qiang Liu

GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving

Yun Chen, Frieda Rong, Shivam Duggal, Shenlong Wang, Xinchen Yan

HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps

Lu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin, Jiyang Gao

Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling

Zhichao Huang, Xintong Han, Jia Xu, Tong Zhang

Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback

Hui Wu, Yupeng Gao, Xiaoxiao Guo, Ziad Al-Halah, Steven Rennie

Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem?

Heng Guo, Fumio Okura, Boxin Shi, Takuya Funatomi, Yasuhiro Mukaigawa

MetricOpt: Learning To Optimize Black-Box Evaluation Metrics

Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh Susskind

Deeply Shape-Guided Cascade for Instance Segmentation

Hao Ding, Siyuan Qiao, Alan Yuille, Wei Shen

Deep Multi-Task Learning for Joint Localization, Perception, and Prediction

John Phillips, Julieta Martinez, Ioan Andrei Barsan, Sergio Casas, Abbas Sadat

DG-Font: Deformable Generative Networks for Unsupervised Font Generation

Yangchen Xie, Xinyuan Chen, Li Sun, Yue Lu

Exploiting & Refining Depth Distributions With Triangulation Light Curtains

Yaadhav Raaj, Siddharth Ancha, Robert Tamburo, David Held, Srinivasa G. Narasimhan

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning

Jongwon Choi, Kwang Moo Yi, Jihoon Kim, Jinho Choo, Byoungjip Kim

HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching

Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello

ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection

Jihan Yang, Shaoshuai Shi, Zhe Wang, hongsheng Li, Xiaojuan Qi

Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation

Jichang Li, Guanbin Li, Yemin Shi, Yizhou Yu

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection

Xiang Li, Wenhai Wang, Xiaolin Hu, Jun Li, Jinhui Tang

Animating Pictures With Eulerian Motion Fields

Aleksander Holynski, Brian L. Curless, Steven M. Seitz, Richard Szeliski

Learning To Predict Visual Attributes in the Wild

Khoi Pham, Kushal Kafle, Zhe Lin, Zhihong Ding, Scott Cohen

BRepNet: A Topological Message Passing System for Solid Models

Joseph G. Lambourne, Karl D.D. Willis, Pradeep Kumar Jayaraman, Aditya Sanghi, Peter Meltzer

Self-Supervised Learning of Depth Inference for Multi-View Stereo

Jiayu Yang, Jose M. Alvarez, miaomiao Liu

A Quasiconvex Formulation for Radial Cameras

Carl Olsson, Viktor Larsson, Fredrik Kahl

Single-Shot Freestyle Dance Reenactment

Oran Gafni, Oron Ashual, Lior Wolf

LOHO: Latent Optimization of Hairstyles via Orthogonalization

Rohit Saha, Brendan Duke, Florian Shkurti, Graham W. Taylor, Parham Aarabi

Learning Cross-Modal Retrieval With Noisy Labels

Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin

AQD: Towards Accurate Quantized Object Detection

Peng Chen, Jing Liu, Bohan Zhuang, Mingkui Tan, Chunhua Shen

Meta-Mining Discriminative Samples for Kinship Verification

Wanhua Li, Shiwei Wang, Jiwen Lu, Jianjiang Feng, Jie Zhou

Consensus Maximisation Using Influences of Monotone Boolean Functions

Ruwan Tennakoon, David Suter, Erchuan Zhang, Tat-jun Chin, Alireza Bab-Hadiashar

Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling

Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg

Context Modeling in 3D Human Pose Estimation: A Unified Perspective

Xiaoxuan Ma, Jiajun Su, CHUNYU WANG, Hai Ci, Yizhou Wang

What's in the Image? Explorable Decoding of Compressed Images

Yuval Bahat, Tomer Michaeli

Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings

Brett D. Roads, Bradley C. Love

Self-Supervised Multi-Frame Monocular Scene Flow

Junhwa Hur, Stefan Roth

Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure

Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

Learning To Warp for Style Transfer

Xiao-Chang Liu, Yong-Liang Yang, Peter Hall

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies

Jinzheng Cai, Youbao Tang, Ke Yan, Adam P. Harrison, Jing Xiao

Home Action Genome: Cooperative Compositional Action Understanding

Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka

QPIC: Query-Based Pairwise Human-Object Interaction Detection With Image-Wide Contextual Information

Masato Tamura, Hiroki Ohashi, Tomoaki Yoshinaga

Involution: Inverting the Inherence of Convolution for Visual Recognition

Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She

Lesion-Aware Transformers for Diabetic Retinopathy Grading

Rui Sun, Yihao Li, Tianzhu Zhang, Zhendong Mao, Feng Wu

Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection

Lucas Tabelini, Rodrigo Berriel, Thiago M. Paixao, Claudine Badue, Alberto F. De Souza

End-to-End Learning for Joint Image Demosaicing, Denoising and Super-Resolution

Wenzhu Xing, Karen Egiazarian

Cross-View Regularization for Domain Adaptive Panoptic Segmentation

Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation

Tianfei Zhou, Jianwu Li, Xueyi Li, Ling Shao

Single Pair Cross-Modality Super Resolution

Guy Shacht, Dov Danon, Sharon Fogel, Daniel Cohen-or

Mutual Graph Learning for Camouflaged Object Detection

Qiang Zhai, Xin Li, Fan Yang, Chenglizhao Chen, Hong Cheng

Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification

Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin

General Instance Distillation for Object Detection

Xing Dai, Zeren Jiang, Zhao Wu, Yiping Bao, Zhicheng Wang

Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning

Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson

LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection

Jin Fang, Xinxin Zuo, Dingfu Zhou, Shengze Jin, Sen Wang

Event-Based Bispectral Photometry Using Temporally Modulated Illumination

Tsuyoshi Takatani, Yuzuha Ito, Ayaka Ebisu, Yinqiang Zheng, Takahito Aoto

Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings

Jaskirat Singh, Liang Zheng

OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World

Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences

Fengmao Lv, Xiang Chen, Yanyong Huang, Lixin Duan, Guosheng Lin

Action Shuffle Alternating Learning for Unsupervised Action Segmentation

Jun Li, Sinisa Todorovic

ReDet: A Rotation-Equivariant Detector for Aerial Object Detection

Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia

Graph Attention Tracking

Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang

Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration

Shaofei Wang, Andreas Geiger, Siyu Tang

Learning Continuous Image Representation With Local Implicit Image Function

Yinbo Chen, Sifei Liu, Xiaolong Wang

Scene Text Retrieval via Joint Text Detection and Similarity Learning

Hao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang

Video Object Segmentation Using Global and Instance Embedding Learning

Wenbin Ge, Xiankai Lu, Jianbing Shen

Scalable Differential Privacy With Sparse Network Finetuning

Zelun Luo, Daniel J. Wu, Ehsan Adeli, Li Fei-fei

Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching

Shiyang Yan, Li Yu, Yuan Xie

Separating Skills and Concepts for Novel Visual Question Answering

Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris, Kate Saenko

Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding

Hao Zhou, Chongyang Zhang, Yan Luo, Yanjun Chen, Chuanping Hu

Towards Compact CNNs via Collaborative Compression

Yuchao Li, Shaohui Lin, Jianzhuang Liu, Qixiang Ye, Mengdi Wang

PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation

Tal Reiss, Niv Cohen, Liron Bergman, Yedid Hoshen

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning

Kai Zhu, Yang Cao, Wei Zhai, Jie Cheng, Zheng-Jun Zha

Self-Aligned Video Deraining With Transmission-Depth Consistency

Wending Yan, Robby T. Tan, Wenhan Yang, Dengxin Dai

SDD-FIQA: Unsupervised Face Image Quality Assessment With Similarity Distribution Distance

Fu-Zhao Ou, Xingyu Chen, Ruixin Zhang, Yuge Huang, Shaoxin Li

Learning Camera Localization via Dense Scene Matching

Shitao Tang, Chengzhou Tang, Rui Huang, Siyu Zhu, Ping Tan

MUST-GAN: Multi-Level Statistics Transfer for Self-Driven Person Image Generation

Tianxiang Ma, Bo Peng, Wei Wang, Jing Dong

Open-Book Video Captioning With Retrieve-Copy-Generate Network

Ziqi Zhang, Zhongang Qi, chunfeng yuan, Ying Shan, Bing Li

SiamMOT: Siamese Multi-Object Tracking

Bing Shuai, Andrew Berneshawi, Xinyu Li, Davide Modolo, Joseph Tighe

Towards Accurate 3D Human Motion Prediction From Incomplete Observations

Qiongjie Cui, Huaijiang Sun

LiDAR-Based Panoptic Segmentation via Dynamic Shifting Network

Fangzhou Hong, Hui Zhou, Xinge ZHU, hongsheng Li, Ziwei Liu

Leveraging the Availability of Two Cameras for Illuminant Estimation

Abdelrahman Abdelhamed, Abhijith Punnappurath, Michael S. Brown

Truly Shift-Invariant Convolutional Neural Networks

Anadi Chaman, Ivan Dokmanić

Generalized Few-Shot Object Detection Without Forgetting

Zhibo Fan, Yuchen Ma, Zeming Li, Jian Sun

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation

Jaemin Na, Heechul Jung, Hyung Jin Chang, Wonjun Hwang

Topological Planning With Transformers for Vision-and-Language Navigation

Kevin Chen, Junshen K. Chen, Jo Chuang, Marynel Vázquez, Silvio Savarese

Adaptive Consistency Prior Based Deep Network for Image Denoising

Chao Ren, Xiaohai He, Chuncheng Wang, Zhibo Zhao