CVPR 2021

1,660 papers

Jo-SRC: A Contrastive Approach for Combating Noisy Labels

Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu

Dynamic Slimmable Network

Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li

Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos

Yanghao Li, Tushar Nagarajan, Bo Xiong, Kristen Grauman

Stochastic Image-to-Video Synthesis Using cINNs

Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis

Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization

Mathieu Serrurier, Franck Mamalet, Alberto Gonzalez-Sanz, Thibaut Boissin, Jean-Michel Loubes

The Neural Tangent Link Between CNN Denoisers and Non-Local Filters

Julián Tachella, Junqi Tang, Mike Davies

Human De-Occlusion: Invisible Perception and Recovery for Humans

Qiang Zhou, Shiyin Wang, Yitong Wang, Zilong Huang, Xinggang Wang

HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation

Jiefeng Li, Chao Xu, Zhicun Chen, Siyuan Bian, Lixin Yang

Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation

Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell

Universal Spectral Adversarial Attacks for Deformable Shapes

Arianna Rampini, Franco Pestarini, Luca Cosmo, Simone Melzi, Emanuele Rodolà

MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation

Sanjay Kariyappa, Atul Prakash, Moinuddin K Qureshi

UV-Net: Learning From Boundary Representations

Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne, Karl D.D. Willis, Thomas Davies

Progressive Contour Regression for Arbitrary-Shape Scene Text Detection

Pengwen Dai, Sanyi Zhang, Hua Zhang, Xiaochun Cao

Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room Layouts

Steve Cruz, Will Hutchcroft, Yuguang Li, Naji Khosravan, Ivaylo Boyadzhiev

Energy-Based Learning for Scene Graph Generation

Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath

Soft-IntroVAE: Analyzing and Improving the Introspective Variational Autoencoder

Tal Daniel, Aviv Tamar

NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go

Marvin Eisenberger, David Novotny, Gael Kerchenbaum, Patrick Labatut, Natalia Neverova

Sparse Multi-Path Corrections in Fringe Projection Profilometry

Yu Zhang, Daniel Lau, David Wipf

img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

Vitor Albiero, Xingyu Chen, Xi Yin, Guan Pang, Tal Hassner

Network Quantization With Element-Wise Gradient Scaling

Junghyup Lee, Dohyung Kim, Bumsub Ham

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows

Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu

Positive-Unlabeled Data Purification in the Wild for Object Detection

Jianyuan Guo, Kai Han, Han Wu, Chao Zhang, Xinghao Chen

Graph-Based High-Order Relation Modeling for Long-Term Action Recognition

Jiaming Zhou, Kun-Yu Lin, Haoxin Li, Wei-Shi Zheng

Crossing Cuts Polygonal Puzzles: Models and Solvers

Peleg Harel, Ohad Ben-Shahar

Fully Convolutional Scene Graph Generation

Hengyue Liu, NING Yan, Masood Mortazavi, Bir Bhanu

Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes

Mohamad Shahbazi, Zhiwu Huang, Danda Pani Paudel, Ajad Chhatkuli, Luc Van Gool

Hallucination Improves Few-Shot Object Detection

Weilin Zhang, Yu-Xiong Wang

Automated Log-Scale Quantization for Low-Cost Deep Neural Networks

Sangyun Oh, Hyeonuk Sim, Sugil Lee, Jongeun Lee

ChallenCap: Monocular 3D Capture of Challenging Human Performances Using Multi-Modal References

Yannan He, Anqi Pang, Xin Chen, Han Liang, Minye Wu

Adaptive Class Suppression Loss for Long-Tail Object Detection

Tong Wang, Yousong Zhu, Chaoyang Zhao, Wei Zeng, Jinqiao Wang

Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation

Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang

Representative Forgery Mining for Fake Face Detection

Chengrui Wang, Weihong Deng

PatchMatch-Based Neighborhood Consensus for Semantic Correspondence

Jae Yong Lee, Joseph DeGol, Victor Fragoso, Sudipta N. Sinha

Square Root Bundle Adjustment for Large-Scale Reconstruction

Nikolaus Demmel, Christiane Sommer, Daniel Cremers, Vladyslav Usenko

DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors

Jiahui Huang, Shi-Sheng Huang, Haoxuan Song, Shi-min Hu

Jigsaw Clustering for Unsupervised Visual Representation Learning

Pengguang Chen, Shu Liu, Jiaya Jia

Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline

Lingzhi He, Hongguang Zhu, Feng Li, Huihui Bai, Runmin Cong

Continuous Face Aging via Self-Estimated Residual Age Embedding

Zeqi Li, Ruowei Jiang, Parham Aarabi

Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation

Guo-sen Xie, Jie Liu, Huan Xiong, Ling Shao

Triple-Cooperative Video Shadow Detection

Zhihao Chen, Liang Wan, LEI ZHU, Jia Shen, Huazhu Fu

Deep Video Matting via Spatio-Temporal Alignment and Aggregation

Yanan Sun, Guanzhi Wang, Qiao Gu, Chi-Keung Tang, Yu-Wing Tai

HOTR: End-to-End Human-Object Interaction Detection With Transformers

Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim

Reinforced Attention for Few-Shot Learning and Beyond

Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon

Exploring Adversarial Fake Images on Face Manifold

Dongze Li, Wei Wang, Hongxing Fan, Jing Dong

POSEFusion: Pose-Guided Selective Fusion for Single-View Human Volumetric Capture

Zhe Li, Tao Yu, Zerong Zheng, Kaiwen Guo, Yebin Liu

On Robustness and Transferability of Convolutional Neural Networks

Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer

KeepAugment: A Simple Information-Preserving Data Augmentation Approach

Chengyue Gong, Dilin Wang, Meng Li, Vikas Chandra, Qiang Liu

Boundary IoU: Improving Object-Centric Image Segmentation Evaluation

Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov

Relevance-CAM: Your Model Already Knows Where To Look

Jeong Ryong Lee, Sewon Kim, Inyong Park, Taejoon Eo, Dosik Hwang

Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement

Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo

Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders

Jiwoong Park, Junho Cho, Hyung Jin Chang, Jin Young Choi

More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval

Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang

CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo

Shiyu Tan, Yicheng Wu, Shoou-I Yu, Ashok Veeraraghavan

Learning Placeholders for Open-Set Recognition

Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

Towards Accurate Text-Based Image Captioning With Content Diversity Exploration

Guanghui Xu, Shuaicheng Niu, Mingkui Tan, Yucheng Luo, Qing Du

InverseForm: A Loss Function for Structured Boundary-Aware Segmentation

Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli

Weakly Supervised Learning of Rigid 3D Scene Flow

Zan Gojcic, Or Litany, Andreas Wieser, Leonidas J. Guibas, Tolga Birdal

Saliency-Guided Image Translation

Lai Jiang, Mai Xu, Xiaofei Wang, Leonid Sigal

DeepVideoMVS: Multi-View Stereo on Video With Recurrent Spatio-Temporal Fusion

Arda Duzceker, Silvano Galliani, Christoph Vogel, Pablo Speciale, Mihai Dusmanu

PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification

Jianan Zhao, Fengliang Qi, Guangyu Ren, Lin Xu

NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization

Tien-Ju Yang, Yi-Lun Liao, Vivienne Sze

No Shadow Left Behind: Removing Objects and Their Shadows Using Approximate Lighting and Geometry

Edward Zhang, Ricardo Martin-Brualla, Janne Kontkanen, Brian L. Curless

Roof-GAN: Learning To Generate Roof Geometry and Relations for Residential Houses

Yiming Qian, Hao Zhang, Yasutaka Furukawa

Distilling Object Detectors via Decoupled Features

Jianyuan Guo, Kai Han, Yunhe Wang, Han Wu, Xinghao Chen

Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection

Tengfei Song, Zijun Cui, Wenming Zheng, Qiang Ji

Simultaneously Localize, Segment and Rank the Camouflaged Objects

Yunqiu Lv, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu

Jiangmiao Pang, Linlu Qiu, Xia Li, Haofeng Chen, Qi Li

A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation

Miao Hu, Yali Li, Lu Fang, Shengjin Wang

KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control

Tomas Jakab, Richard Tucker, Ameesh Makadia, Jiajun Wu, Noah Snavely

Controlling the Rain: From Removal to Rendering

Siqi Ni, Xueyun Cao, Tao Yue, Xuemei Hu

SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition

Yan Xia, Yusheng Xu, Shuang Li, Rui Wang, Juan Du

HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection

Jongyoun Noh, Sanghoon Lee, Bumsub Ham

TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking

N Dinesh Reddy, Laurent Guigues, Leonid Pishchulin, Jayan Eledath, Srinivasa G. Narasimhan

Unsupervised Object Detection With LIDAR Clues

Hao Tian, Yuntao Chen, Jifeng Dai, Zhaoxiang Zhang, Xizhou Zhu

ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring

DONGXU LI, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong

Repopulating Street Scenes

Yifan Wang, Andrew Liu, Richard Tucker, Jiajun Wu, Brian L. Curless

A 3D GAN for Improved Large-Pose Facial Recognition

Richard T. Marriott, Sami Romdhani, Liming Chen

Simpler Certified Radius Maximization by Propagating Covariances

Xingjian Zhen, Rudrasis Chakraborty, Vikas Singh

LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces From Video Using Pose and Lighting Normalization

Avisek Lahiri, Vivek Kwatra, Christian Frueh, John Lewis, Chris Bregler

Anticipating Human Actions by Correlating Past With the Future With Jaccard Similarity Measures

Basura Fernando, Samitha Herath

Auto-Exposure Fusion for Single-Image Shadow Removal

Lan Fu, Changqing Zhou, Qing Guo, Felix Juefei-Xu, Hongkai Yu

NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces

Miguel Jaques, Michael Burke, Timothy M. Hospedales

Context-Aware Biaffine Localizing Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng

Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification

Xudong Tian, Zhizhong Zhang, Shaohui Lin, Yanyun Qu, Yuan Xie

Controllable Image Restoration for Under-Display Camera in Smartphones

Kinam Kwon, Eunhee Kang, Sangwon Lee, Su-Jin Lee, Hyong-Euk Lee

End-to-End Rotation Averaging With Multi-Source Propagation

Luwei Yang, Heng Li, Jamal Ahmed Rahim, Zhaopeng Cui, Ping Tan

Intentonomy: A Dataset and Study Towards Human Intent Understanding

Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie

Confluent Vessel Trees With Accurate Bifurcations

Zhongwen Zhang, Dmitrii Marin, Maria Drangova, Yuri Boykov

Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning

Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Zhuowen Tu

FVC: A New Framework Towards Deep Video Compression in Feature Space

Zhihao Hu, Guo Lu, Dong Xu

LASR: Learning Articulated Shape Reconstruction From a Monocular Video

Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole

Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking

Chanho Kim, Li Fuxin, Mazen Alotaibi, James M. Rehg

Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification

Yuyang Zhao, Zhun Zhong, Fengxiang Yang, Zhiming Luo, Yaojin Lin

Image Change Captioning by Learning From an Auxiliary Task

Mehrdad Hosseinzadeh, Yang Wang

Stylized Neural Painting

Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi

Coordinate Attention for Efficient Mobile Network Design

Qibin Hou, Daquan Zhou, Jiashi Feng

Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation

Valentin Khrulkov, Artem Babenko

Hierarchical Motion Understanding via Motion Programs

Sumith Kulal, Jiayuan Mao, Alex Aiken, Jiajun Wu

Predator: Registration of 3D Point Clouds With Low Overlap

Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler

PhySG: Inverse Rendering With Spherical Gaussians for Physics-Based Material Editing and Relighting

Kai Zhang, Fujun Luan, Qianqian Wang, Kavita Bala, Noah Snavely