CVPR 2020

1,466 papers

FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction

Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen

Learning to Super Resolve Intensity Images From Events

S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon

Yuming Shen, Jie Qin, JIAXIN CHEN, Mengyang Yu, Li Liu

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization

Jing Jin, Junhui Hou, Jie Chen, Sam Kwong

Learning Unsupervised Hierarchical Part Decomposition of 3D Objects From a Single RGB Image

Despoina Paschalidou, Luc Van Gool, Andreas Geiger

Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization

Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen

Weakly-Supervised Action Localization by Generative Attention Modeling

Baifeng Shi, Qi Dai, Yadong Mu, Jingdong Wang

Active Vision for Early Recognition of Human Actions

Boyu Wang, Lihan Huang, Minh Hoai

Image Demoireing with Learnable Bandpass Filters

bolun zheng, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis

METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos

Da Zhang, Xiyang Dai, Yuan-Fang Wang

Space-Time-Aware Multi-Resolution Video Enhancement

Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita

CRNet: Cross-Reference Networks for Few-Shot Segmentation

Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu

Gate-Shift Networks for Video Action Recognition

Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

Extremely Dense Point Correspondences Using a Learned Feature Descriptor

Xingtong Liu, Yiping Zheng, Benjamin Killeen, Masaru Ishii, Gregory D. Hager

Generalized Product Quantization Network for Semi-Supervised Image Retrieval

Young Kyun Jang, Nam Ik Cho

AvatarMe: Realistically Renderable 3D Facial Reconstruction "In-the-Wild"

Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou

Zero-Assignment Constraint for Graph Matching With Outliers

Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia

Fixed-Point Back-Propagation Training

xishan zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang

Learning to Detect Important People in Unlabelled Images for Semi-Supervised Important People Detection

Fa-Ting Hong, Wei-Hong Li, Wei-Shi Zheng

BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks

Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren

Depth Sensing Beyond LiDAR Range

Kai Zhang, Jiaxin Xie, Noah Snavely, Qifeng Chen

MEBOW: Monocular Estimation of Body Orientation in the Wild

Chenyan Wu, Yukun Chen, Jiajia Luo, Che-Chun Su, Anuja Dawane

Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations

Alan Dolhasz, Carlo Harvey, Ian Williams

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang

Extreme Relative Pose Network Under Hybrid Representations

Zhenpei Yang, Siming Yan, Qixing Huang

PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes

Rundi Wu, Yixin Zhuang, Kai Xu, Hao Zhang, Baoquan Chen

Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs

Soheil Kolouri, Aniruddha Saha, Hamed Pirsiavash, Heiko Hoffmann

Proxy Anchor Loss for Deep Metric Learning

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

A Semi-Supervised Assessor of Neural Architectures

Yehui Tang, Yunhe Wang, Yixing Xu, Hanting Chen, Boxin Shi

Unbiased Scene Graph Generation From Biased Training

Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang

AANet: Adaptive Aggregation Network for Efficient Stereo Matching

Haofei Xu, Juyong Zhang

HRank: Filter Pruning Using High-Rank Feature Map

Mingbao Lin, Rongrong Ji, Yan Wang, Yichen Zhang, Baochang Zhang

Learning to Restore Low-Light Images via Decomposition-and-Enhancement

Ke Xu, Xin Yang, Baocai Yin, Rynson W.H. Lau

Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings

Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger

Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction

Andreas Meuleman, Seung-Hwan Baek, Felix Heide, Min H. Kim

Blur Aware Calibration of Multi-Focus Plenoptic Camera

Mathieu Labussiere, Celine Teuliere, Frederic Bernardin, Omar Ait-Aider

Polarized Reflection Removal With Perfect Alignment in the Wild

Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun

Graph-Guided Architecture Search for Real-Time Semantic Segmentation

Peiwen Lin, peng sun, Guangliang Cheng, Sirui Xie, Xi Li

Intra- and Inter-Action Understanding via Temporal Action Parsing

Dian Shao, Yue Zhao, Bo Dai, Dahua Lin

VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines

Rui Wang, David Geraghty, Kevin Matzen, Richard Szeliski, Jan-Michael Frahm

Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution

Yuesong Nan, Hui Ji

Reconstruct Locally, Localize Globally: A Model Free Method for Object Pose Estimation

Ming Cai, Ian Reid

Neuromorphic Camera Guided High Dynamic Range Imaging

Jin Han, Chu Zhou, Peiqi Duan, Yehui Tang, Chang Xu

Online Depth Learning Against Forgetting in Monocular Videos

Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan

Single-Step Adversarial Training With Dropout Scheduling

Vivek B.S., R. Venkatesh Babu

Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds

Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Tzu-Yi Hung, Lihua Xie

Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks

Sungjoon Choi, Sanghoon Hong, Kyungjae Lee, Sungbin Lim

Photometric Stereo via Discrete Hypothesis-and-Test Search

Kenji Enomoto, Michael Waechter, Kiriakos N. Kutulakos, Yasuyuki Matsushita

Distilling Image Dehazing With Heterogeneous Task Imitation

Ming Hong, Yuan Xie, Cuihua Li, Yanyun Qu

Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data

Wanyu Lin, Zhaolin Gao, Baochun Li

SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds

Hanyu Shi, Guosheng Lin, Hao Wang, Tzu-Yi Hung, Zhenhua Wang

Joint Demosaicing and Denoising With Self Guidance

Lin Liu, Xu Jia, Jianzhuang Liu, Qi Tian

Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution

Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang, Shengcai Liao

Deep Non-Line-of-Sight Reconstruction

Javier Grau Chopite, Matthias B. Hullin, Michael Wand, Julian Iseringhausen

Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations

Sven Gowal, Chongli Qin, Po-Sen Huang, Taylan Cemgil, Krishnamurthy Dvijotham

ImVoteNet: Boosting 3D Object Detection in Point Clouds With Image Votes

Charles R. Qi, Xinlei Chen, Or Litany, Leonidas J. Guibas

Category-Level Articulated Object Pose Estimation

Xiaolong Li, He Wang, Li Yi, Leonidas J. Guibas, A. Lynn Abbott

Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang

DEPARA: Deep Attribution Graph for Deep Knowledge Transferability

Jie Song, Yixin Chen, Jingwen Ye, Xinchao Wang, Chengchao Shen

Context-Aware and Scale-Insensitive Temporal Repetition Counting

Huaidong Zhang, Xuemiao Xu, Guoqiang Han, Shengfeng He

Residual Feature Aggregation Network for Image Super-Resolution

Jie Liu, Wenjie Zhang, Yuting Tang, Jie Tang, Gangshan Wu

Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary

Hong Joo Lee, Jung Uk Kim, Sangmin Lee, Hak Gu Kim, Yong Man Ro

DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration

Jian Wang, Miaomiao Zhang

Self-Supervised Scene De-Occlusion

Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin

On the Acceleration of Deep Learning Model Parallelism With Staleness

An Xu, Zhouyuan Huo, Heng Huang

Pattern-Structure Diffusion for Multi-Task Learning

Ling Zhou, Zhen Cui, Chunyan Xu, Zhenyu Zhang, Chaoqun Wang

G2L-Net: Global to Local Network for Real-Time 6D Pose Estimation With Embedding Vector Features

Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Ales Leonardis

Polishing Decision-Based Adversarial Noise With a Customized Sampling

Yucheng Shi, Yahong Han, Qi Tian

Conditional Channel Gated Networks for Task-Aware Continual Learning

Davide Abati, Jakub Tomczak, Tijmen Blankevoort, SIMONE CALDERARA, Rita Cucchiara

Computing the Testing Error Without a Testing Set

Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martinez

Multi-Domain Learning for Accurate and Few-Shot Color Constancy

Jin Xiao, Shuhang Gu, Lei Zhang

Deep Implicit Volume Compression

Danhang Tang, Saurabh Singh, Philip A. Chou, Christian Häne, Mingsong Dou

ARCH: Animatable Reconstruction of Clothed Humans

Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung

Structured Compression by Weight Encryption for Unstructured Pruning and Quantization

Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park

Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve

Sen Jia, Neil D. B. Bruce

Frequency Domain Compact 3D Convolutional Neural Networks

Hanting Chen, Yunhe Wang, Han Shu, Yehui Tang, Chunjing XU

Unsupervised Person Re-Identification via Softened Similarity Learning

Yutian Lin, Lingxi Xie, Yu Wu, Chenggang Yan, Qi Tian

TEA: Temporal Excitation and Aggregation for Action Recognition

Yan Li, Bin Ji, Xintian Shi, Jianguo Zhang, Bin Kang

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics

Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu

Taking a Deeper Look at Co-Salient Object Detection

Deng-Ping Fan, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Huazhu Fu

Li Yuan, Tao Wang, XIAOPENG ZHANG, Francis EH Tay, Zequn Jie

Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring

Yuesong Nan, Yuhui Quan, Hui Ji

Composed Query Image Retrieval Using Locally Bounded Features

Mehrdad Hosseinzadeh, Yang Wang

FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation

Matias Tassano, Julie Delon, Thomas Veit

Bi-Directional Relationship Inferring Network for Referring Image Segmentation

Zhiwei Hu, Guang Feng, Jiayu Sun, Lihe Zhang, Huchuan Lu

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Dong Wang, yuan zhang, KeXin Zhang, Liwei Wang

Attention Scaling for Crowd Counting

Xiaoheng Jiang, Li Zhang, Mingliang Xu, Tianzhu Zhang, Pei Lv

Recursive Social Behavior Graph for Trajectory Prediction

Jianhua Sun, Qinhong Jiang, Cewu Lu

Through the Looking Glass: Neural 3D Reconstruction of Transparent Shapes

Zhengqin Li, Yu-Ying Yeh, Manmohan Chandraker

GPS-Net: Graph Property Sensing Network for Scene Graph Generation

Xin lin, Changxing Ding, Jinquan Zeng, Dacheng Tao

Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes From a Single Image

Yinyu Nie, Xiaoguang Han, Shihui Guo, Yujian Zheng, Jian Chang

Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang

Fantastic Answers and Where to Find Them: Immersive Question-Directed Visual Attention

Ming Jiang, Shi Chen, Jinhui Yang, Qi Zhao

D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry

Nan Yang, Lukas von Stumberg, Rui Wang, Daniel Cremers

Bi3D: Stereo Depth Estimation via Binary Classifications

Abhishek Badki, Alejandro Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen

ColorFool: Semantic Adversarial Colorization

Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Andrea Cavallaro

Image Processing Using Multi-Code GAN Prior

Jinjin Gu, Yujun Shen, Bolei Zhou

One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples

Chang Xiao, Changxi Zheng

What Does Plate Glass Reveal About Camera Calibration?

Qian Zheng, Jinnan Chen, Zhan Lu, Boxin Shi, Xudong Jiang

FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding

Dian Shao, Yue Zhao, Bo Dai, Dahua Lin