CVPR 2020

1,466 papers

Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning

Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin

Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence

Nicolas Donati, Abhishek Sharma, Maks Ovsjanikov

On the Regularization Properties of Structured Dropout

Ambar Pal, Connor Lane, René Vidal, Benjamin D. Haeffele

Image Super-Resolution With Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining

Yiqun Mei, Yuchen Fan, Yuqian Zhou, Lichao Huang, Thomas S. Huang

Learning Oracle Attention for High-Fidelity Face Completion

Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao

Distilling Knowledge From Graph Convolutional Networks

Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang

Minimal Solvers for 3D Scan Alignment With Pairs of Intersecting Lines

Andre Mateus, Srikumar Ramalingam, Pedro Miraldo

Unity Style Transfer for Person Re-Identification

Chong Liu, Xiaojun Chang, Yi-Dong Shen

Panoptic-Based Image Synthesis

Aysegul Dundar, Karan Sapra, Guilin Liu, Andrew Tao, Bryan Catanzaro

GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models

Hongyi Xu, Eduard Gabriel Bazavan, Andrei Zanfir, William T. Freeman, Rahul Sukthankar

CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Ho Kei Cheng, Jihoon Chung, Yu-Wing Tai, Chi-Keung Tang

PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi

Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment

Rui Xiang, Rongjie Lai, Hongkai Zhao

Image2StyleGAN++: How to Edit the Embedded Images?

Rameen Abdal, Yipeng Qin, Peter Wonka

A Unified Object Motion and Affinity Model for Online Multi-Object Tracking

Junbo Yin, Wenguan Wang, Qinghao Meng, Ruigang Yang, Jianbing Shen

On Positive-Unlabeled Classification in GAN

Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi

Bayesian Adversarial Human Motion Synthesis

Rui Zhao, Hui Su, Qiang Ji

A Characteristic Function Approach to Deep Implicit Generative Modeling

Abdul Fatir Ansari, Jonathan Scarlett, Harold Soh

Circle Loss: A Unified Perspective of Pair Similarity Optimization

Yifan Sun, Changmao Cheng, Yuhan Zhang, Chi Zhang, Liang Zheng

Breaking the Cycle - Colleagues Are All You Need

Ori Nizan, Ayellet Tal

Learning Video Stabilization Using Optical Flow

Jiyang Yu, Ravi Ramamoorthi

DeepDeform: Learning Non-Rigid RGB-D Reconstruction With Semi-Supervised Data

Aljaz Bozic, Michael Zollhöfer, Christian Theobalt, Matthias Niessner

Noise Robust Generative Adversarial Networks

Takuhiro Kaneko, Tatsuya Harada

Temporally Distributed Networks for Fast Video Semantic Segmentation

Ping Hu, Fabian Caba, Oliver Wang, Zhe Lin, Stan Sclaroff

Distilling Effective Supervision From Severe Label Noise

Zizhao Zhang, Han Zhang, Sercan Ö. Arik, Honglak Lee, Tomas Pfister

Affinity Graph Supervision for Visual Recognition

Chu Wang, Babak Samari, Vladimir G. Kim, Siddhartha Chaudhuri, Kaleem Siddiqi

Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching

Xuhua Huang, Jiarui Xu, Yu-Wing Tai, Chi-Keung Tang

A Morphable Face Albedo Model

William A. P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua B. Tenenbaum

Towards Robust Image Classification Using Sequential Attention Models

Daniel Zoran, Mike Chrzanowski, Po-Sen Huang, Sven Gowal, Alex Mott

Hierarchically Robust Representation Learning

Qi Qian, Juhua Hu, Hao Li

CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks

Maxim Maximov, Ismail Elezi, Laura Leal-Taixé

Stochastic Classifiers for Unsupervised Domain Adaptation

Zhihe Lu, Yongxin Yang, Xiatian Zhu, Cong Liu, Yi-Zhe Song

PF-Net: Point Fractal Network for 3D Point Cloud Completion

Zitian Huang, Yikuan Yu, Jiawen Xu, Feng Ni, Xinyi Le

Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification

Dechao Meng, Liang Li, Xuejing Liu, Yadong Li, Shijie Yang

MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation

Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee

An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs

You Huang, Yuanlong Yu

Weakly Supervised Discriminative Feature Learning With State Information for Person Identification

Hong-Xing Yu, Wei-Shi Zheng

Learning to Optimize Non-Rigid Tracking

Yang Li, Aljaz Bozic, Tianwei Zhang, Yanli Ji, Tatsuya Harada

GroupFace: Learning Latent Groups and Constructing Group-Based Representations for Face Recognition

Yonghyun Kim, Wonpyo Park, Myung-Cheol Roh, Jongju Shin

Multi-Scale Fusion Subspace Clustering Using Similarity Constraint

Zhiyuan Dang, Cheng Deng, Xu Yang, Heng Huang

Deep 3D Capture: Geometry and Reflectance From Sparse Multi-View Images

Sai Bi, Zexiang Xu, Kalyan Sunkavalli, David Kriegman, Ravi Ramamoorthi

Disentangled Image Generation Through Structured Noise Injection

Yazeed Alharbi, Peter Wonka

Single Image Reflection Removal With Physically-Based Training Images

Soomin Kim, Yuchi Huo, Sung-eui Yoon

Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning

Mei Wang, Weihong Deng

Monocular Real-Time Hand Shape and Motion Capture Using Multi-Modal Data

Yuxiao Zhou, Marc Habermann, Weipeng Xu, Ikhsanul Habibie, Christian Theobalt

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild

Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou

PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

Kun Su, Xiulong Liu, Eli Shlizerman

Searching Central Difference Convolutional Networks for Face Anti-Spoofing

Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su

GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning

Xinshuo Weng, Yongxin Wang, Yunze Man, Kris M. Kitani

Learning Dynamic Routing for Semantic Segmentation

Yanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang

RDCFace: Radial Distortion Correction for Face Recognition

He Zhao, Xianghua Ying, Yongjie Shi, Xin Tong, Jingsi Wen

Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation

Zeyu Wang, Klint Qinami, Ioannis Christos Karakozis, Kyle Genova, Prem Nair

PolyTransform: Deep Polygon Transformer for Instance Segmentation

Justin Liang, Namdar Homayounfar, Wei-Chiu Ma, Yuwen Xiong, Rui Hu

Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks

Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou

Globally Optimal Contrast Maximisation for Event-Based Motion Estimation

Daqi Liu, Alvaro Parra, Tat-jun Chin

SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

Philipp Terhorst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

BachGAN: High-Resolution Image Synthesis From Salient Object Layout

Yandong Li, Yu Cheng, Zhe Gan, Licheng Yu, Liqiang Wang

Advancing High Fidelity Identity Swapping for Forgery Detection

Lingzhi LI, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen

Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping

Ran Yi, Yong-jin Liu, Yu-Kun Lai, Paul L. Rosin

Controllable Person Image Synthesis With Attribute-Decomposed GAN

Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian

Relative Interior Rule in Block-Coordinate Descent

Tomas Werner, Daniel Průša, Tomas Dlask

Correlating Edge, Pose With Parsing

Ziwei Zhang, Chi Su, Liang Zheng, Xiaodong Xie

Epipolar Transformers

Yihui He, Rui Yan, Katerina Fragkiadaki, Shoou-I Yu

Where Does It End? - Reasoning About Hidden Surfaces by Object Intersection Constraints

Michael Strecke, Jorg Stuckler

Deep Homography Estimation for Dynamic Scenes

Hoang Le, Feng Liu, Shu Zhang, Aseem Agarwala

Non-Adversarial Video Synthesis With Learned Priors

Abhishek Aich, Akash Gupta, Rameswar Panda, Rakib Hyder, M. Salman Asif

High-Resolution Daytime Translation Without Domain Labels

Ivan Anokhin, Pavel Solovev, Denis Korzhenkov, Alexey Kharlamov, Taras Khakhulin

Hierarchical Human Parsing With Typed Part-Relation Reasoning

Wenguan Wang, Hailong Zhu, Jifeng Dai, Yanwei Pang, Jianbing Shen

StructEdit: Learning Structural Shape Variations

Kaichun Mo, Paul Guerrero, Li Yi, Hao Su, Peter Wonka

Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting

Zili Yi, Qiang Tang, Shekoofeh Azizi, Daesik Jang, Zhan Xu

Attention-Driven Cropping for Very High Resolution Facial Landmark Detection

Prashanth Chandran, Derek Bradley, Markus Gross, Thabo Beeler

Wish You Were Here: Context-Aware Human Generation

Oran Gafni, Lior Wolf

MAST: A Memory-Augmented Self-Supervised Tracker

Zihang Lai, Erika Lu, Weidi Xie

Object-Occluded Human Shape and Pose Estimation From a Single Color Image

Tianshu Zhang, Buzhen Huang, Yangang Wang

Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction

Gun-Hee Lee, Seong-Whan Lee

A Transductive Approach for Video Object Segmentation

Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

Deep Semantic Clustering by Partition Confidence Maximisation

Jiabo Huang, Shaogang Gong, Xiatian Zhu

FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification

Wenxuan Wang, Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Qi Tian

Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

Han-Jia Ye, Hexiang Hu, De-Chuan Zhan, Fei Sha

Boosting Semantic Human Matting With Coarse Annotations

Jinlin Liu, Yuan Yao, Wendi Hou, Miaomiao Cui, Xuansong Xie

Search to Distill: Pearls Are Everywhere but Not the Eyes

Yu Liu, Xuhui Jia, Mingxing Tan, Raviteja Vemulapalli, Yukun Zhu

Robust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution

Gyumin Shim, Jinsun Park, In So Kweon

SEAN: Image Synthesis With Semantic Region-Adaptive Normalization

Peihao Zhu, Rameen Abdal, Yipeng Qin, Peter Wonka

3DRegNet: A Deep Neural Network for 3D Point Registration

G. Dias Pais, Srikumar Ramalingam, Venu Madhav Govindu, Jacinto C. Nascimento, Rama Chellappa

Probabilistic Regression for Visual Tracking

Martin Danelljan, Luc Van Gool, Radu Timofte

Attribution in Scale and Space

Shawn Xu, Subhashini Venugopalan, Mukund Sundararajan

A Neural Rendering Framework for Free-Viewpoint Relighting

Zhang Chen, Anpei Chen, Guli Zhang, Chengyuan Wang, Yu Ji

Nonparametric Object and Parts Modeling With Lie Group Dynamics

David S. Hayden, Jason Pacheco, John W. Fisher III

Learning Combinatorial Solver for Graph Matching

Tao Wang, He Liu, Yidong Li, Yi Jin, Xiaohui Hou

AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas J. Guibas

Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion

Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll

Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance

Jaime Spencer, Richard Bowden, Simon Hadfield

S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation

Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf

PropagationNet: Propagate Points to Curve to Learn Structure Information

Xiehe Huang, Weihong Deng, Haifeng Shen, Xiubao Zhang, Jieping Ye

The Knowledge Within: Methods for Data-Free Model Compression

Matan Haroush, Itay Hubara, Elad Hoffer, Daniel Soudry

FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions

Shaohua Li, Kaiping Xue, Bin Zhu, Chenkai Ding, Xindi Gao

Attack to Explain Deep Representation

Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation

Rahul Mitra, Nitesh B. Gundavarapu, Abhishek Sharma, Arjun Jain

Fashion Editing With Adversarial Parsing Learning

Haoye Dong, Xiaodan Liang, YIXUAN ZHANG, Xujie Zhang, Xiaohui Shen

Deep Image Spatial Transformation for Person Image Generation

Yurui Ren, Xiaoming Yu, Junming Chen, Thomas H. Li, Ge Li