CVPR 2021

1,660 papers

DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images

Joy Hsu, Wah Chiu, Serena Yeung

Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball

Andrew Elliott, Stephen Law, Chris Russell

Deep Perceptual Preprocessing for Video Coding

Aaron Chadha, Yiannis Andreopoulos

PluckerNet: Learn To Register 3D Line Reconstructions

Liu Liu, Hongdong Li, Haodong Yao, Ruyi Zha

Data-Free Knowledge Distillation for Image Super-Resolution

Yiman Zhang, Hanting Chen, Xinghao Chen, Yiping Deng, Chunjing XU

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation

Jungbeom Lee, Eunji Kim, Sungroh Yoon

MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training

Chengyue Gong, Tongzheng Ren, Mao Ye, Qiang Liu

Pseudo 3D Auto-Correlation Network for Real Image Denoising

Xiaowan Hu, Ruijun Ma, Zhihong Liu, Yuanhao Cai, Xiaole Zhao

Unsupervised 3D Shape Completion Through GAN Inversion

Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao

Face Forgery Detection by 3D Decomposition

Xiangyu Zhu, Hao Wang, Hongyan Fei, Zhen Lei, Stan Z. Li

From Shadow Generation To Shadow Removal

Zhihao Liu, Hui Yin, Xinyi Wu, Zhenyao Wu, Yang Mi

Learning Optical Flow From Still Images

Filippo Aleotti, Matteo Poggi, Stefano Mattoccia

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration

Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng

Depth-Conditioned Dynamic Message Propagation for Monocular 3D Object Detection

Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo

Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction Tasks

Naoya Takahashi, Yuki Mitsufuji

Adversarial Invariant Learning

Nanyang Ye, Jingxuan Tang, Huayu Deng, Xiao-Yun Zhou, Qianxiao Li

SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning

Colorado J Reed, Sean Metzger, Aravind Srinivas, Trevor Darrell, Kurt Keutzer

IBRNet: Learning Multi-View Image-Based Rendering

Qianqian Wang, Zhicheng Wang, Kyle Genova, Pratul P. Srinivasan, Howard Zhou

MoViNets: Mobile Video Networks for Efficient Video Recognition

Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan

AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles

Jingkang Wang, Ava Pun, James Tu, Sivabalan Manivasagam, Abbas Sadat

Student-Teacher Learning From Clean Inputs to Noisy Inputs

Guanzhe Hong, Zhiyuan Mao, Xiaojun Lin, Stanley H. Chan

DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows

Valentin Wolf, Andreas Lugmayr, Martin Danelljan, Luc Van Gool, Radu Timofte

Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes

Huan Lei, Naveed Akhtar, Ajmal Mian

Global2Local: Efficient Structure Search for Video Action Segmentation

Shang-Hua Gao, Qi Han, Zhong-Yu Li, Pai Peng, Liang Wang

SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature

Zedong Tang, Fenlong Jiang, Maoguo Gong, Hao Li, Yue Wu

Linguistic Structures As Weak Supervision for Visual Scene Graph Generation

Keren Ye, Adriana Kovashka

Spatial Assembly Networks for Image Representation Learning

Yang Li, Shichao Kan, Jianhe Yuan, Wenming Cao, Zhihai He

DAP: Detection-Aware Pre-Training With Weak Supervision

Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang

MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments From a Single Moving Camera

Felix Wimbauer, Nan Yang, Lukas von Stumberg, Niclas Zeller, Daniel Cremers

Deep Occlusion-Aware Instance Segmentation With Overlapping BiLayers

Lei Ke, Yu-Wing Tai, Chi-Keung Tang

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective

Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li

GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution

Kelvin C.K. Chan, Xintao Wang, Xiangyu Xu, Jinwei Gu, Chen Change Loy

Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation

Jiyoung Lee, Soo-Whan Chung, Sunok Kim, Hong-Goo Kang, Kwanghoon Sohn

Skip-Convolutions for Efficient Video Processing

Amirhossein Habibian, Davide Abati, Taco S. Cohen, Babak Ehteshami Bejnordi

Black-Box Explanation of Object Detectors via Saliency Maps

Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra

Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality

Trisha Mittal, Puneet Mathur, Aniket Bera, Dinesh Manocha

Generative Hierarchical Features From Synthesizing Images

Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou

View-Guided Point Cloud Completion

Xuancheng Zhang, Yutong Feng, Siqi Li, Changqing Zou, Hai Wan

Progressive Domain Expansion Network for Single Domain Generalization

Lei Li, KE GAO, Juan Cao, Ziyao Huang, Yepeng Weng

Taskology: Utilizing Task Relations at Scale

Yao Lu, Sören Pirk, Jan Dlabal, Anthony Brohan, Ankita Pasad

Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework

Qiang Zhou, Chaohui Yu, Zhibin Wang, Qi Qian, Hao Li

Real-Time Sphere Sweeping Stereo From Multiview Fisheye Images

Andreas Meuleman, Hyeonjoong Jang, Daniel S. Jeon, Min H. Kim

Fast and Accurate Model Scaling

Piotr Dollár, Mannat Singh, Ross Girshick

Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms

Yuxing Tang, Zhenjie Cao, Yanbo Zhang, Zhicheng Yang, Zongcheng Ji

A Functional Approach to Rotation Equivariant Non-Linearities for Tensor Field Networks.

Adrien Poulenard, Leonidas J. Guibas

MOST: A Multi-Oriented Scene Text Detector With Localization Refinement

Minghang He, Minghui Liao, Zhibo Yang, Humen Zhong, Jun Tang

Geo-FARM: Geodesic Factor Regression Model for Misaligned Pre-Shape Responses in Statistical Shape Analysis

Chao Huang, Anuj Srivastava, Rongjie Liu

Revamping Cross-Modal Recipe Retrieval With Hierarchical Transformers and Self-Supervised Learning

Amaia Salvador, Erhan Gundogdu, Loris Bazzani, Michael Donoser

Improving Multiple Pedestrian Tracking by Track Management and Occlusion Handling

Daniel Stadler, Jurgen Beyerer

Learning Affinity-Aware Upsampling for Deep Image Matting

Yutong Dai, Hao Lu, Chunhua Shen

Improving Calibration for Long-Tailed Recognition

Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia

NeuTex: Neural Texture Mapping for Volumetric Neural Rendering

Fanbo Xiang, Zexiang Xu, Milos Hasan, Yannick Hold-Geoffroy, Kalyan Sunkavalli

Scene Text Telescope: Text-Focused Scene Image Super-Resolution

Jingye Chen, Bin Li, Xiangyang Xue

Causal Attention for Vision-Language Tasks

Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging

Feilong Zhang, Xianming Liu, Cheng Guo, Shiyi Lin, Junjun Jiang

Semantic Palette: Guiding Scene Generation With Class Proportions

Guillaume Le Moing, Tuan-Hung VU, Himalaya Jain, Patrick Pérez, Matthieu Cord

Troubleshooting Blind Image Quality Models in the Wild

Zhihua Wang, Haotao Wang, Tianlong Chen, Zhangyang Wang, Kede Ma

Multi-Target Domain Adaptation With Collaborative Consistency Learning

Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi

Interpreting Super-Resolution Networks With Local Attribution Maps

Jinjin Gu, Chao Dong

Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers

Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo

Neural Auto-Exposure for High-Dynamic Range Object Detection

Emmanuel Onzon, Fahim Mannan, Felix Heide

SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans

Angela Dai, Yawar Siddiqui, Justus Thies, Julien Valentin, Matthias Niessner

Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos

Jiawei Liu, Zheng-Jun Zha, Wei Wu, Kecheng Zheng, Qibin Sun

Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?

Malik Boudiaf, Hoel Kervadec, Ziko Imtiaz Masud, Pablo Piantanida, Ismail Ben Ayed

Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation

Tengfei Song, Zijun Cui, Yuru Wang, Wenming Zheng, Qiang Ji

Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection

Wenfei Yang, Tianzhu Zhang, Xiaoyuan Yu, Tian Qi, Yongdong Zhang

ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning

Dominik Bauer, Timothy Patten, Markus Vincze

Self-Supervised Video Representation Learning by Context and Motion Decoupling

Lianghua Huang, Yu Liu, Bin Wang, PAN PAN, Yinghui Xu

Lite-HRNet: A Lightweight High-Resolution Network

Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang

HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding

Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen

Modeling Multi-Label Action Dependencies for Temporal Action Localization

Praveen Tirupattur, Kevin Duarte, Yogesh S Rawat, Mubarak Shah

BoxInst: High-Performance Instance Segmentation With Box Annotations

Zhi Tian, Chunhua Shen, Xinlong Wang, Hao Chen

FCPose: Fully Convolutional Multi-Person Pose Estimation With Dynamic Instance-Aware Convolutions

Weian Mao, Zhi Tian, Xinlong Wang, Chunhua Shen

Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring

Jiangxin Dong, Stefan Roth, Bernt Schiele

Joint Learning of 3D Shape Retrieval and Deformation

Mikaela Angelina Uy, Vladimir G. Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri

Multiresolution Knowledge Distillation for Anomaly Detection

Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad H. Rohban, Hamid R. Rabiee

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning

Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng

Time Lens: Event-Based Video Frame Interpolation

Stepan Tulyakov, Daniel Gehrig, Stamatios Georgoulis, Julius Erbach, Mathias Gehrig

RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words

Xuying Zhang, Xiaoshuai Sun, Yunpeng Luo, Jiayi Ji, Yiyi Zhou

Neural Scene Graphs for Dynamic Scenes

Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide

IMAGINE: Image Synthesis by Image-Guided Model Inversion

Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos

Action Unit Memory Network for Weakly Supervised Temporal Action Localization

Wang Luo, Tianzhu Zhang, Wenfei Yang, Jingen Liu, Tao Mei

Removing Raindrops and Rain Streaks in One Go

Ruijie Quan, Xin Yu, Yuanzhi Liang, Yi Yang

MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing

Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan

Gradient-Based Algorithms for Machine Teaching

Pei Wang, Kabir Nagrecha, Nuno Vasconcelos

PMP-Net: Point Cloud Completion by Learning Multi-Step Point Moving Paths

Xin Wen, Peng Xiang, Zhizhong Han, Yan-Pei Cao, Pengfei Wan

All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training

Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray Buntine, Gholamreza Haffari

Omni-Supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning

Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu

A Deep Emulator for Secondary Motion of 3D Characters

Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jernej Barbic

A Multi-Task Network for Joint Specular Highlight Detection and Removal

Gang Fu, Qing Zhang, LEI ZHU, Ping Li, Chunxia Xiao

Bilateral Grid Learning for Stereo Matching Networks

Bin Xu, Yuhua Xu, Xiaoli Yang, Wei Jia, Yulan Guo

Adaptive Image Transformer for One-Shot Object Detection

Ding-Jie Chen, He-Yen Hsieh, Tyng-luh Liu

Spatially-Invariant Style-Codes Controlled Makeup Transfer

Han Deng, Chu Han, Hongmin Cai, Guoqiang Han, Shengfeng He

Relation-aware Instance Refinement for Weakly Supervised Visual Grounding

Yongfei Liu, Bo Wan, Lin Ma, Xuming He

Understanding Failures of Deep Networks via Robust Feature Extraction

Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

Temporal-Relational CrossTransformers for Few-Shot Action Recognition

Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen

Robust Reference-Based Super-Resolution via C2-Matching

Yuming Jiang, Kelvin C.K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu

3D Spatial Recognition Without Spatially Labeled 3D

Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar

PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors

Zeyuan Chen, Yangchao Wang, Yang Yang, Dong Liu