CVPR 2020

1,466 papers

Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers

Shady Abu Hussein, Tom Tirer, Raja Giryes

FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation

Xiang Li, Tianhan Wei, Yau Pun Chen, Yu-Wing Tai, Chi-Keung Tang

PatchVAE: Learning Local Latent Codes for Recognition

Kamal Gupta, Saurabh Singh, Abhinav Shrivastava

End-to-End Illuminant Estimation Based on Deep Metric Learning

Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Guoping Qiu

Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation

Yunhan Zhao, Shu Kong, Daeyun Shin, Charless Fowlkes

Deep Kinematics Analysis for Monocular 3D Human Pose Estimation

Jingwei Xu, Zhenbo Yu, Bingbing Ni, Jiancheng YANG, Xiaokang Yang

Learning Human-Object Interaction Detection Using Interaction Points

Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang

Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search

Dazhou Guo, Dakai Jin, Zhuotun Zhu, Tsung-Ying Ho, Adam P. Harrison

MAGSAC++, a Fast, Reliable and Accurate Robust Estimator

Daniel Barath, Jana Noskova, Maksym Ivashechkin, Jiri Matas

When2com: Multi-Agent Perception via Communication Graph Grouping

Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira

Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach

Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu

Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging

Zihao W. Wang, Peiqi Duan, Oliver Cossairt, Aggelos Katsaggelos, Tiejun Huang

Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume

Adrian Johnston, Gustavo Carneiro

Multi-View Neural Human Rendering

Minye Wu, Yuehao Wang, Qiang Hu, Jingyi Yu

Bundle Adjustment on a Graph Processor

Joseph Ortiz, Mark Pupilli, Stefan Leutenegger, Andrew J. Davison

Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network

Shaolin Su, Qingsen Yan, Yu Zhu, Cheng Zhang, Xin Ge

ReSprop: Reuse Sparsified Backpropagation

Negar Goli, Tor M. Aamodt

Training Quantized Neural Networks With a Full-Precision Auxiliary Module

Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian Reid

Unpaired Image Super-Resolution Using Pseudo-Supervision

Shunta Maeda

ZSTAD: Zero-Shot Temporal Activity Detection

Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang

Bi-Directional Interaction Network for Person Search

Wenkai Dong, Zhaoxiang Zhang, Chunfeng Song, Tieniu Tan

CARS: Continuous Evolution for Efficient Neural Architecture Search

Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu

Heterogeneous Knowledge Distillation Using Information Flow Modeling

Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas

Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting

Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell

DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior

Bo Zhou, S. Kevin Zhou

Explorable Super Resolution

Yuval Bahat, Tomer Michaeli

Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF From a Single Image

Zhengqin Li, Mohammad Shafiei, Ravi Ramamoorthi, Kalyan Sunkavalli, Manmohan Chandraker

Normal Assisted Stereo Depth Estimation

Uday Kusupati, Shuo Cheng, Rui Chen, Hao Su

Resolution Adaptive Networks for Efficient Inference

Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai

Retina-Like Visual Image Reconstruction via Spiking Neural Model

Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution

Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu

Adversarial Examples Improve Image Recognition

Cihang Xie, Mingxing Tan, Boqing Gong, Jiang Wang, Alan L. Yuille

Creating Something From Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing

Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian

Rethinking Computer-Aided Tuberculosis Diagnosis

Yun Liu, Yu-Huan Wu, Yunfeng Ban, Huifang Wang, Ming-Ming Cheng

Deep Metric Learning via Adaptive Learnable Assessment

Wenzhao Zheng, Jiwen Lu, Jie Zhou

Learning Formation of Physically-Based Face Attributes

Ruilong Li, Karl Bladin, Yajie Zhao, Chinmay Chinara, Owen Ingraham

Boundary-Aware 3D Building Reconstruction From a Single Overhead Image

Jisan Mahmud, True Price, Akash Bapat, Jan-Michael Frahm

Progressive Relation Learning for Group Activity Recognition

Guyue Hu, Bo Cui, Yuan He, Shan Yu

DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing

Shaohui Liu, Yinda Zhang, Songyou Peng, Boxin Shi, Marc Pollefeys

Composing Good Shots by Exploiting Mutual Relations

Debang Li, Junge Zhang, Kaiqi Huang, Ming-Hsuan Yang

Rotation Equivariant Graph Convolutional Network for Spherical Image Classification

Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi

DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization

Ashraful Islam, Chengjiang Long, Arslan Basharat, Anthony Hoogs

Cascaded Refinement Network for Point Cloud Completion

Xiaogang Wang, Marcelo H. Ang Jr., Gim Hee Lee

Learning to Have an Ear for Face Super-Resolution

Givi Meishvili, Simon Jenni, Paolo Favaro

Anisotropic Convolutional Networks for 3D Semantic Scene Completion

Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan

StegaStamp: Invisible Hyperlinks in Physical Photographs

Matthew Tancik, Ben Mildenhall, Ren Ng

On the Uncertainty of Self-Supervised Monocular Depth Estimation

Matteo Poggi, Filippo Aleotti, Fabio Tosi, Stefano Mattoccia

Self-Supervised Viewpoint Learning From Image Collections

Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal

On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks

Yue Zhao, Yuwei Wu, Caihua Chen, Andrew Lim

Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes

Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel

Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness

Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong

Stochastic Sparse Subspace Clustering

Ying Chen, Chun-Guang Li, Chong You

Toward a Universal Model for Shape From Texture

Dor Verbin, Todd Zickler

Learning Generative Models of Shape Handles

Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomir Mech, Nathan Carr

Improving Confidence Estimates for Unfamiliar Examples

Zhizhong Li, Derek Hoiem

Semantic Correspondence as an Optimal Transport Problem

Yanbin Liu, Linchao Zhu, Makoto Yamada, Yi Yang

SSRNet: Scalable 3D Surface Reconstruction Network

Zhenxing Mi, Yiming Luo, Wenbing Tao

APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

Tianzhe Wang, Kuan Wang, Han Cai, Ji Lin, Zhijian Liu

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution

Yu Zhao, Fan Yang, Yuqi Fang, Hailing Liu, Niyun Zhou

A Model-Driven Deep Neural Network for Single Image Rain Removal

Hong Wang, Qi Xie, Qian Zhao, Deyu Meng

Meta-Transfer Learning for Zero-Shot Super-Resolution

Jae Woong Soh, Sunwoo Cho, Nam Ik Cho

Universal Source-Free Domain Adaptation

Jogendra Nath Kundu, Naveen Venkat, Rahul M V, R. Venkatesh Babu

Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging

Qilin Sun, Ethan Tseng, Qiang Fu, Wolfgang Heidrich, Felix Heide

Solving Jigsaw Puzzles With Eroded Boundaries

Dov Bridger, Dov Danon, Ayellet Tal

Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention

Dat Huynh, Ehsan Elhamifar

Single Image Optical Flow Estimation With an Event Camera

Liyuan Pan, miaomiao Liu, Richard Hartley

Semi-Supervised Learning for Few-Shot Image-to-Image Translation

yaxing wang, Salman Khan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

Defending Against Model Stealing Attacks With Adaptive Misinformation

Sanjay Kariyappa, Moinuddin K. Qureshi

Visually Imbalanced Stereo Matching

Yicun Liu, Jimmy Ren, Jiawei Zhang, Jianbo Liu, Mude Lin

Varicolored Image De-Hazing

Akshay Dudhane, Kuldeep M. Biradar, Prashant W. Patil, Praful Hambarde, Subrahmanyam Murala

Multi-Dimensional Pruning: A Unified Framework for Model Compression

Jinyang Guo, Wanli Ouyang, Dong Xu

Distilled Semantics for Comprehensive Scene Understanding from Videos

Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti

Single Image Reflection Removal Through Cascaded Refinement

CHAO LI, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft

Boosting the Transferability of Adversarial Samples via Attention

Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King

Learning to Autofocus

Charles Herrmann, Richard Strong Bowen, Neal Wadhwa, Rahul Garg, Qiurui He

Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization

Saehyung Lee, HyunGyu Lee, Sungroh Yoon

Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition

Pengfei Zhang, Cuiling Lan, Wenjun Zeng, Junliang Xing, Jianru Xue

Oops! Predicting Unintentional Action in Video

Dave Epstein, Boyuan Chen, Carl Vondrick

Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation From a Blackbox Model

Dongdong Wang, Yandong Li, Liqiang Wang, Boqing Gong

Active 3D Motion Visualization Based on Spatiotemporal Light-Ray Integration

Fumihiko Sakaue, Jun Sato

Learning to Simulate Dynamic Environments With GameGAN

Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler

Background Matting: The World Is Your Green Screen

Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman

Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations

Jeet Mohapatra, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

Attention-Based Context Aware Reasoning for Situation Recognition

Thilini Cooray, Ngai-Man Cheung, Wei Lu

Learning to Select Base Classes for Few-Shot Classification

Linjun Zhou, Peng Cui, Xu Jia, Shiqiang Yang, Qi Tian

Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition

Linchao Zhu, Yi Yang

JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection

Keren Fu, Deng-Ping Fan, Ge-Peng Ji, Qijun Zhao

Scene Recomposition by Learning-Based ICP

Hamid Izadinia, Steven M. Seitz

Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction

Yana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys

More Grounded Image Captioning by Distilling Image-Text Matching Model

Yuanen Zhou, Meng Wang, Daqing Liu, Zhenzhen Hu, Hanwang Zhang

Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking

Hongjun Wang, Guangrun Wang, Ya Li, Dongyu Zhang, Liang Lin

Meshlet Priors for 3D Mesh Reconstruction

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation

Lijun Wang, Jianming Zhang, Oliver Wang, Zhe Lin, Huchuan Lu

4D Association Graph for Realtime Multi-Person Motion Capture Using Multiple Video Cameras

Yuxiang Zhang, Liang An, Tao Yu, Xiu Li, Kun Li

Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations

Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang

Select, Supplement and Focus for RGB-D Saliency Detection

Miao Zhang, Weisong Ren, Yongri Piao, Zhengkun Rong, Huchuan Lu

Single-View View Synthesis With Multiplane Images

Richard Tucker, Noah Snavely

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery

Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma

ADINet: Attribute Driven Incremental Network for Retinal Image Classification

Qier Meng, Satoh Shin'ichi

Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS

Long Chen, Haizhou Ai, Rui Chen, Zijie Zhuang, Shuang Liu