CVPR 2021

1,660 papers

ArtEmis: Affective Language for Visual Art

Panos Achlioptas, Maks Ovsjanikov, Kilichbek Haydarov, Mohamed Elhoseiny, Leonidas J. Guibas

TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search

Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang

LayoutGMN: Neural Graph Matching for Structural Layout Similarity

Akshay Gadi Patil, Manyi Li, Matthew Fisher, Manolis Savva, Hao Zhang

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions

Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua

Few-Shot Incremental Learning With Continually Evolved Classifiers

Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, PAN PAN

Adaptive Convolutions for Structure-Aware Style Transfer

Prashanth Chandran, Gaspard Zoss, Paulo Gotardo, Markus Gross, Derek Bradley

Background Splitting: Finding Rare Classes in a Sea of Background

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

Improving Sign Language Translation With Monolingual Data by Sign Back-Translation

Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li

Unsupervised Hyperbolic Metric Learning

Jiexi Yan, Lei Luo, Cheng Deng, Heng Huang

Wasserstein Barycenter for Multi-Source Domain Adaptation

Eduardo Fernandes Montesuma, Fred Maurice Ngole Mboula

MagFace: A Universal Representation for Face Recognition and Quality Assessment

Qiang Meng, Shichao Zhao, Zhida Huang, Feng Zhou

QAIR: Practical Query-Efficient Black-Box Attacks for Image Retrieval

Xiaodan Li, Jinfeng Li, YueFeng Chen, shaokai ye, Yuan He

Quantum Permutation Synchronization

Tolga Birdal, Vladislav Golyanik, Christian Theobalt, Leonidas J. Guibas

Self-Supervised Pillar Motion Learning for Autonomous Driving

Chenxu Luo, Xiaodong Yang, Alan Yuille

ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes

Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan

LiBRe: A Practical Bayesian Approach to Adversarial Detection

Zhijie Deng, Xiao Yang, Shizhen Xu, Hang Su, Jun Zhu

TDN: Temporal Difference Networks for Efficient Action Recognition

Limin Wang, Zhan Tong, Bin Ji, Gangshan Wu

DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition

Jingwei Huang, Shan Huang, Mingwei Sun

ACRE: Abstract Causal REasoning Beyond Covariation

Chi Zhang, Baoxiong Jia, Mark Edmonds, Song-chun Zhu, Yixin Zhu

Task Programming: Learning Data Efficient Behavior Representations

Jennifer J. Sun, Ann Kennedy, Eric Zhan, David J. Anderson, Yisong Yue

PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency

Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li

Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories

Xitong Yang, haoqi fan, Lorenzo Torresani, Larry S. Davis, Heng Wang

Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation

Rui Gong, Yuhua Chen, Danda Pani Paudel, Yawei Li, Ajad Chhatkuli

Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes

Dmytro Kotovenko, Matthias Wright, Arthur Heimbrecht, Bjorn Ommer

Deep Two-View Structure-From-Motion Revisited

Jianyuan Wang, Yiran Zhong, Yuchao Dai, Stan Birchfield, Kaihao Zhang

Stable View Synthesis

Gernot Riegler, Vladlen Koltun

Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation

Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim

Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals

Yiyue Luo, Yunzhu Li, Michael Foshey, Wan Shou, Pratyusha Sharma

Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation

Yunhang Shen, Liujuan Cao, Zhiwei Chen, Feihong Lian, Baochang Zhang

Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk

Ruibo Li, Guosheng Lin, Lihua Xie

Synthesize-It-Classifier: Learning a Generative Classifier Through Recurrent Self-Analysis

Arghya Pal, Raphael C.-W. Phan, KokSheik Wong

Localizing Visual Sounds the Hard Way

Honglie Chen, Weidi Xie, Triantafyllos Afouras, Arsha Nagrani, Andrea Vedaldi

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation

Yang Jiao, Trac D. Tran, GUANGMING Shi

Generative Classifiers as a Basis for Trustworthy Image Classification

Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

Sequential Graph Convolutional Network for Active Learning

Razvan Caramalau, Binod Bhattarai, Tae-kyun Kim

Rich Features for Perceptual Quality Assessment of UGC Videos

Yilin Wang, Junjie Ke, Hossein Talebi, Joong Gon Yim, Neil Birkbeck

Beyond Image to Depth: Improving Depth Prediction Using Echoes

Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma

SurFree: A Fast Surrogate-Free Black-Box Attack

Thibault Maho, Teddy Furon, Erwan Le Merrer

DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance

Kaihua Zhang, Mingliang Dong, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning

Riccardo Volpi, Diane Larlus, Gregory Rogez

Adaptive Rank Estimate in Robust Principal Component Analysis

Zhengqin Xu, Rui He, Shoulie Xie, Shiqian Wu

ReMix: Towards Image-to-Image Translation With Limited Data

Jie Cao, Luanxuan Hou, Ming-Hsuan Yang, Ran He, Zhenan Sun

When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks

Jiahang Wang, Sheng Jin, Wentao Liu, Weizhong Liu, Chen Qian

ReNAS: Relativistic Evaluation of Neural Architecture Search

Yixing Xu, Yunhe Wang, Kai Han, Yehui Tang, Shangling Jui

Deep Gradient Projection Networks for Pan-sharpening

Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu

Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks?

Yapeng Tian, Chenliang Xu

Coarse-Fine Networks for Temporal Activity Detection in Videos

Kumara Kahatapitiya, Michael S. Ryoo

ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning

Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma

SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network

Xu Yang, Cheng Deng, Zhiyuan Dang, Kun Wei, Junchi Yan

Monocular Reconstruction of Neural Face Reflectance Fields

Mallikarjun B R, Ayush Tewari, Tae-Hyun Oh, Tim Weyrich, Bernd Bickel

Mask Guided Matting via Progressive Refinement Network

Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin

Regressive Domain Adaptation for Unsupervised Keypoint Detection

Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu, Jianmin Wang

Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning

Bin Li, Yin Li, Kevin W. Eliceiri

From Points to Multi-Object 3D Reconstruction

Francis Engelmann, Konstantinos Rematas, Bastian Leibe, Vittorio Ferrari

Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization

Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong

Open-Vocabulary Object Detection Using Captions

Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-fu Chang

Multi-Decoding Deraining Network and Quasi-Sparsity Based Training

Yinglong Wang, Chao Ma, Bing Zeng

Generating Manga From Illustrations via Mimicking Manga Creation Workflow

Lvmin Zhang, Xinrui Wang, Qingnan Fan, Yi Ji, Chunping Liu

Automatic Correction of Internal Units in Generative Neural Networks

Ali Tousi, Haedong Jeong, Jiyeon Han, Hwanil Choi, Jaesik Choi

DualGraph: A Graph-Based Method for Reasoning About Label Noise

Haiyang Zhang, XiMing Xing, Liang Liu

Information Bottleneck Disentanglement for Identity Swapping

Gege Gao, Huaibo Huang, Chaoyou Fu, Zhaoyang Li, Ran He

Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding

Binbin Huang, Dongze Lian, Weixin Luo, Shenghua Gao

DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation

Seunghun Lee, Sunghyun Cho, Sunghoon Im

Learning Graphs for Knowledge Transfer With Limited Labels

Pallabi Ghosh, Nirat Saini, Larry S. Davis, Abhinav Shrivastava

CondenseNet V2: Sparse Feature Reactivation for Deep Networks

Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song

Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration

Xingyu Chen, Yufeng Liu, Chongyang Ma, Jianlong Chang, Huayan Wang

Safe Local Motion Planning With Self-Supervised Freespace Forecasting

Peiyun Hu, Aaron Huang, John Dolan, David Held, Deva Ramanan

From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation

Chen Li, Gim Hee Lee

Self-Supervised Video Hashing via Bidirectional Transformers

Shuyan Li, Xiu Li, Jiwen Lu, Jie Zhou

CoMoGAN: Continuous Model-Guided Image-to-Image Translation

Fabio Pizzati, Pietro Cerri, Raoul de Charette

Bottom-Up Human Pose Estimation via Disentangled Keypoint Regression

Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang

VinVL: Revisiting Visual Representations in Vision-Language Models

Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang

MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection

Jia-Chang Feng, Fa-Ting Hong, Wei-Shi Zheng

SSN: Soft Shadow Network for Image Compositing

Yichen Sheng, Jianming Zhang, Bedrich Benes

Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction

Feng Liu, LUAN TRAN, Xiaoming Liu

Robust Representation Learning With Feedback for Single Image Deraining

Chenghao Chen, Hao Li

Learning To Count Everything

Viresh Ranjan, Udbhav Sharma, Thu Nguyen, Minh Hoai

OSTeC: One-Shot Texture Completion

Baris Gecer, Jiankang Deng, Stefanos Zafeiriou

S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling

Ze Yang, Shenlong Wang, Sivabalan Manivasagam, Zeng Huang, Wei-Chiu Ma

Calibrated RGB-D Salient Object Detection

Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao

Bottleneck Transformers for Visual Recognition

Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, Jonathon Shlens, Pieter Abbeel

Progressive Temporal Feature Alignment Network for Video Inpainting

Xueyan Zou, Linjie Yang, Ding Liu, Yong Jae Lee

Learning the Non-Differentiable Optimization for Blind Super-Resolution

Zheng Hui, Jie Li, Xiumei Wang, Xinbo Gao

Harmonious Semantic Line Detection via Maximal Weight Clique Selection

Dongkwon Jin, Wonhui Park, Seong-Gyun Jeong, Chang-Su Kim

Single-View Robot Pose and Joint Angle Estimation via Render & Compare

Yann Labbé, Justin Carpentier, Mathieu Aubry, Josef Sivic

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds

Yiming Zeng, Yue Qian, Zhiyu Zhu, Junhui Hou, Hui Yuan

How To Exploit the Transferability of Learned Image Compression to Conventional Codecs

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

Delving into Data: Effectively Substitute Training for Black-box Attack

Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu

Visualizing Adapted Knowledge in Domain Transfer

Yunzhong Hou, Liang Zheng

Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification

Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

Pulsar: Efficient Sphere-Based Neural Rendering

Christoph Lassner, Michael Zollhöfer

VirFace: Enhancing Face Recognition via Unlabeled Shallow Data

Wenyu Li, Tianchu Guo, Pengyu Li, Binghui Chen, Biao Wang

AdaBins: Depth Estimation Using Adaptive Bins

Shariq Farooq Bhat, Ibraheem Alhashim, Peter Wonka

Communication Efficient SGD via Gradient Sampling With Bayes Prior

Liuyihan Song, Kang Zhao, PAN PAN, Yu Liu, Yingya Zhang

Monocular 3D Object Detection: An Extrinsic Parameter Free Approach

Yunsong Zhou, Yuan He, Hongzi Zhu, Cheng Wang, Hongyang Li

Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections

Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP

STaR: Self-Supervised Tracking and Reconstruction of Rigid Objects in Motion With Neural Rendering

Wentao Yuan, Zhaoyang Lv, Tanner Schmidt, Steven Lovegrove

Offboard 3D Object Detection From Point Cloud Sequences

Charles R. Qi, Yin Zhou, Mahyar Najibi, Pei Sun, Khoa Vo

SliceNet: Deep Dense Depth Estimation From a Single Indoor Panorama Using a Slice-Based Representation

Giovanni Pintore, Marco Agus, Eva Almansa, Jens Schneider, Enrico Gobbetti

Global Transport for Fluid Reconstruction With Learned Self-Supervision

Erik Franz, Barbara Solenthaler, Nils Thuerey