CVPR 2021

1,660 papers

Graph Stacked Hourglass Networks for 3D Human Pose Estimation

Tianhan Xu, Wataru Takano

Generative Interventions for Causal Learning

Chengzhi Mao, Augustine Cha, Amogh Gupta, Hao Wang, Junfeng Yang

Lipstick Ain't Enough: Beyond Color Matching for In-the-Wild Makeup Transfer

Thao Nguyen, Anh Tuan Tran, Minh Hoai

Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias

Yunhan Zhao, Shu Kong, Charless Fowlkes

BCNet: Searching for Network Width With Bilaterally Coupled Network

Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang

Explore Image Deblurring via Encoded Blur Kernel Space

Phong Tran, Anh Tuan Tran, Quynh Phung, Minh Hoai

Dynamic Region-Aware Convolution

Jin Chen, Xijun Wang, Zichao Guo, Xiangyu Zhang, Jian Sun

ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning

Liyuan Wang, Kuo Yang, Chongxuan Li, Lanqing Hong, Zhenguo Li

PWCLO-Net: Deep LiDAR Odometry in 3D Point Clouds Using Hierarchical Embedding Mask Optimization

Guangming Wang, Xinrui Wu, Zhe Liu, Hesheng Wang

Deep Learning in Latent Space for Video Prediction and Compression

Bowen Liu, Yu Chen, SHIYU LIU, Hun-Seok Kim

How Robust Are Randomized Smoothing Based Defenses to Data Poisoning?

Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Jihun Hamm

FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains

Jia Li, Zhaoyang Li, Jie Cao, Xingguang Song, Ran He

Learnable Companding Quantization for Accurate Low-Bit Neural Networks

Kohei Yamamoto

Wasserstein Contrastive Representation Distillation

Liqun Chen, Dong Wang, Zhe Gan, Jingjing Liu, Ricardo Henao

Unsupervised Visual Representation Learning by Tracking Patches in Video

Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng

EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual

Songyan Zhang, Zhicheng Wang, Qiang Wang, Jinshuo Zhang, Gang Wei

Convolutional Dynamic Alignment Networks for Interpretable Classifications

Moritz Böhle, Mario Fritz, Bernt Schiele

Labeled From Unlabeled: Exploiting Unlabeled Data for Few-Shot Deep HDR Deghosting

K. Ram Prabhakar, Gowtham Senthil, Susmit Agrawal, R. Venkatesh Babu, Rama Krishna Sai S Gorthi

RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection

Pei Sun, Weiyue Wang, Yuning Chai, Gamaleldin Elsayed, Alex Bewley

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition

Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang

Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics

Yanzhao Wu, Ling Liu, Zhongwei Xie, Ka-Ho Chow, Wenqi Wei

TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations

Jiahao Pang, Duanshun Li, Dong Tian

Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation

Ling Hu, Qinsong Li, Shengjun Liu, Xinru Liu

Semantic Scene Completion via Integrating Instances and Scene In-the-Loop

Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang

Spatially Consistent Representation Learning

Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim

Isometric Multi-Shape Matching

Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard

Deep Animation Video Interpolation in the Wild

Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris Metaxas

Adaptive Methods for Real-World Domain Generalization

Abhimanyu Dubey, Vignesh Ramanathan, Alex Pentland, Dhruv Mahajan

Instance Localization for Self-Supervised Detection Pretraining

Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

Memory Oriented Transfer Learning for Semi-Supervised Image Deraining

Huaibo Huang, Aijing Yu, Ran He

Improving Multiple Object Tracking With Single Object Tracking

Linyu Zheng, Ming Tang, Yingying Chen, Guibo Zhu, Jinqiao Wang

Autoregressive Stylized Motion Synthesis With Generative Flow

Yu-Hui Wen, Zhipeng Yang, Hongbo Fu, Lin Gao, Yanan Sun

The Blessings of Unlabeled Background in Untrimmed Videos

Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang

You See What I Want You To See: Exploring Targeted Black-Box Transferability Attack for Hash-Based Image Retrieval Systems

Yanru Xiao, Cong Wang

LPSNet: A Lightweight Solution for Fast Panoptic Segmentation

Weixiang Hong, Qingpei Guo, Wei Zhang, Jingdong Chen, Wei Chu

AutoFlow: Learning a Better Training Set for Optical Flow

Deqing Sun, Daniel Vlasic, Charles Herrmann, Varun Jampani, Michael Krainin

Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks

Xiaoxiao Long, Lingjie Liu, Wei Li, Christian Theobalt, Wenping Wang

Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences

Norman Müller, Yu-Shiang Wong, Niloy J. Mitra, Angela Dai, Matthias Niessner

Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition

Delian Ruan, Yan Yan, Shenqi Lai, Zhenhua Chai, Chunhua Shen

See Through Gradients: Image Batch Recovery via GradInversion

Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz

Semi-Supervised Video Deraining With Dynamical Rain Generator

Zongsheng Yue, Jianwen Xie, Qian Zhao, Deyu Meng

Dynamic Transfer for Multi-Source Domain Adaptation

Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos

DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

Xinyi Wu, Zhenyao Wu, Hao Guo, Lili Ju, Song Wang

Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos

Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu

LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering

Fu-En Wang, Yu-Hsuan Yeh, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai

Goal-Oriented Gaze Estimation for Zero-Shot Learning

Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu

StEP: Style-Based Encoder Pre-Training for Multi-Modal Image Synthesis

Moustafa Meshry, Yixuan Ren, Larry S. Davis, Abhinav Shrivastava

MetaSets: Meta-Learning on Point Sets for Generalizable Representations

Chao Huang, ZHANGJIE CAO, Yunbo Wang, Jianmin Wang, Mingsheng Long

Amalgamating Knowledge From Heterogeneous Graph Neural Networks

Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA

Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach

Distribution-Aware Adaptive Multi-Bit Quantization

Sijie Zhao, Tao Yue, Xuemei Hu

The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth

Jamie Watson, Oisin Mac Aodha, Victor Prisacariu, Gabriel Brostow, Michael Firman

Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction

Shanyan Guan, Jingwei Xu, Yunbo Wang, Bingbing Ni, Xiaokang Yang

Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps

Gautam Pai, Jing Ren, Simone Melzi, Peter Wonka, Maks Ovsjanikov

FP-NAS: Fast Probabilistic Neural Architecture Search

Zhicheng Yan, Xiaoliang Dai, Peizhao Zhang, Yuandong Tian, Bichen Wu

Neural Feature Search for RGB-Infrared Person Re-Identification

Yehansen Chen, Lin Wan, zhihang li, Qianyan Jing, Zongyuan Sun

Learning Statistical Texture for Semantic Segmentation

Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu

RSG: A Simple but Effective Module for Learning Imbalanced Datasets

Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu

Event-Based Synthetic Aperture Imaging With a Hybrid Network

Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia

Bidirectional Projection Network for Cross Dimension Scene Understanding

Wenbo Hu, Hengshuang Zhao, Li Jiang, Jiaya Jia, Tien-Tsin Wong

Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing

Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh

LAFEAT: Piercing Through Adversarial Defenses With Latent Features

yunrui yu, Xitong Gao, Cheng-Zhong Xu

Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors

Haiquan Qiu, Yao Wang, Deyu Meng

Learning Compositional Representation for 4D Captures With Neural ODE

Boyan Jiang, Yinda Zhang, Xingkui Wei, Xiangyang Xue, Yanwei Fu

Self-Supervised Learning for Semi-Supervised Temporal Action Proposal

Xiang Wang, Shiwei Zhang, Zhiwu Qing, Yuanjie Shao, Changxin Gao

Improving the Transferability of Adversarial Samples With Adversarial Transformations

Weibin Wu, Yuxin Su, Michael R. Lyu, Irwin King

Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool

Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation

Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci

Learning by Planning: Language-Guided Global Image Editing

Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt

DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images

Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan

Open Domain Generalization with Domain-Augmented Meta-Learning

Yang Shu, ZHANGJIE CAO, Chenyu Wang, Jianmin Wang, Mingsheng Long

ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search

Lumin Xu, Yingda Guan, Sheng Jin, Wentao Liu, Chen Qian

Manifold Regularized Dynamic Network Pruning

Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu

Polarimetric Normal Stereo

Yoshiki Fukao, Ryo Kawahara, Shohei Nobuhara, Ko Nishino

Fine-Grained Angular Contrastive Learning With Coarse Labels

Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris

DER: Dynamically Expandable Representation for Class Incremental Learning

Shipeng Yan, Jiangwei Xie, Xuming He

Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning

Shaoxiang Chen, Yu-Gang Jiang

Encoding in Style: A StyleGAN Encoder for Image-to-Image Translation

Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning

Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

Locate Then Segment: A Strong Pipeline for Referring Image Segmentation

Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li

Rethinking Graph Neural Architecture Search From Message-Passing

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha

DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-Scale Consistency

Zongxin Yang, Xin Yu, Yi Yang

Affordance Transfer Learning for Human-Object Interaction Detection

Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

Deep Optimized Priors for 3D Shape Modeling and Reconstruction

Mingyue Yang, Yuxin Wen, Weikai Chen, Yongwei Chen, Kui Jia

Memory-Efficient Network for Large-Scale Video Compressive Sensing

Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu

Detecting Human-Object Interaction via Fabricated Compositional Learning

Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

Omnimatte: Associating Objects and Their Effects in Video

Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T. Freeman

Lifelong Person Re-Identification via Adaptive Knowledge Accumulation

Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

The Affective Growth of Computer Vision

Norman Makoto Su, David J. Crandall

Blocks-World Cameras

Jongho Lee, Mohit Gupta

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin

Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes

Huiting Yang, Liangyu Chai, Qiang Wen, Shuang Zhao, Zixun Sun

Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator

Sian-Yao Huang, Wei-Ta Chu

i3DMM: Deep Implicit 3D Morphable Model of Human Heads

Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-peter Seidel, Mohamed Elgharib

Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss

Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu

PCLs: Geometry-Aware Neural Reconstruction of 3D Pose With Perspective Crop Layers

Frank Yu, Mathieu Salzmann, Pascal Fua, Helge Rhodin

MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking

Jennifer Jang, Heinrich Jiang

Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification

Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi

Coarse-To-Fine Domain Adaptive Semantic Segmentation With Photometric Alignment and Category-Center Regularization

Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu

To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels

Yuning Chai, Pei Sun, Jiquan Ngiam, Weiyue Wang, Benjamin Caine