CVPR 2020

1,466 papers

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation

Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma

Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning

Byungsoo Ko, Geonmo Gu

Dynamic Neural Relational Inference

Colin Graber, Alexander G. Schwing

Normalizing Flows With Multi-Scale Autoregressive Priors

Apratim Bhattacharyya, Shweta Mahajan, Mario Fritz, Bernt Schiele, Stefan Roth

Weakly-Supervised Semantic Segmentation via Sub-Category Exploration

Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai

Self-Supervised Deep Visual Odometry With Online Adaptation

Shunkai Li, Xin Wang, Yingdian Cao, Fei Xue, Zike Yan

Erasing Integrated Learning: A Simple Yet Effective Approach for Weakly Supervised Object Localization

Jinjie Mai, Meng Yang, Wenfeng Luo

LSM: Learning Subspace Minimization for Low-Level Vision

Chengzhou Tang, Lu Yuan, Ping Tan

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition

Shaoteng Liu, Jingjing Chen, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua

Joint Texture and Geometry Optimization for RGB-D Reconstruction

Yanping Fu, Qingan Yan, Jie Liao, Chunxia Xiao

Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination

Pratul P. Srinivasan, Ben Mildenhall, Matthew Tancik, Jonathan T. Barron, Richard Tucker

Part-Aware Context Network for Human Parsing

Xiaomei Zhang, Yingying Chen, Bingke Zhu, Jinqiao Wang, Ming Tang

TPNet: Trajectory Proposal Network for Motion Prediction

Liangji Fang, Qinhong Jiang, Jianping Shi, Bolei Zhou

Cascade EF-GAN: Progressive Facial Expression Editing With Local Focuses

Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao Chen

Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion

Adam Kortylewski, Ju He, Qing Liu, Alan L. Yuille

Probability Weighted Compact Feature for Domain Adaptive Retrieval

Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou

Can Facial Pose and Expression Be Separated With Weak Perspective Camera?

Evangelos Sariyanidi, Casey J. Zampella, Robert T. Schultz, Birkan Tunc

A Stochastic Conditioning Scheme for Diverse Human Motion Prediction

Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould

Determinant Regularization for Gradient-Efficient Graph Matching

Tianshu Yu, Junchi Yan, baoxin Li

CNN-Generated Images Are Surprisingly Easy to Spot... for Now

Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation

Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S. Huang

Self-Learning With Rectification Strategy for Human Parsing

Tao Li, Zhiyuan Liang, Sanyuan Zhao, Jiahao Gong, Jianbing Shen

Blurry Video Frame Interpolation

Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min

AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation

Hyeongmin Lee, Taeoh Kim, Tae-young Chung, Daehyun Pak, Yuseok Ban

Augment Your Batch: Improving Generalization Through Instance Repetition

Elad Hoffer, Tal Ben-Nun, Itay Hubara, Niv Giladi, Torsten Hoefler

Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering

Hui Tang, Ke Chen, Kui Jia

Learning Identity-Invariant Motion Representations for Cross-ID Face Reenactment

Po-Hsiang Huang, Fu-En Yang, Yu-Chiang Frank Wang

Deep Snake for Real-Time Instance Segmentation

Sida Peng, Wen Jiang, Huaijin Pi, Xiuli Li, Hujun Bao

FReeNet: Multi-Identity Face Reenactment

Jiangning Zhang, Xianfang Zeng, Mengmeng Wang, Yusu Pan, Liang Liu

Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing

Vedika Agarwal, Rakshith Shetty, Mario Fritz

Wavelet Integrated CNNs for Noise-Robust Image Classification

qiufu li, Linlin Shen, Sheng Guo, Zhihui Lai

ROAM: Recurrently Optimizing Tracking Model

Tianyu Yang, Pengfei Xu, Runbo Hu, Hua Chai, Antoni B. Chan

Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution

Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao

A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection

Zhihao Chen, LEI ZHU, Liang Wan, Song Wang, Wei Feng

Cross-Domain Correspondence Learning for Exemplar-Based Image Translation

Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen

Softmax Splatting for Video Frame Interpolation

Simon Niklaus, Feng Liu

Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective

Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong

High-Performance Long-Term Tracking With Meta-Updater

Kenan Dai, Yunhua Zhang, Dong Wang, Jianhua Li, Huchuan Lu

Coherent Reconstruction of Multiple Humans From a Single Image

Wen Jiang, Nikos Kolotouros, Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

RoutedFusion: Learning Real-Time Depth Map Fusion

Silvan Weder, Johannes Schonberger, Marc Pollefeys, Martin R. Oswald

Neural Pose Transfer by Spatially Adaptive Instance Normalization

Jiashun Wang, Chao Wen, Yanwei Fu, Haitao Lin, Tianyun Zou

Domain Balancing: Face Recognition on Long-Tailed Domains

Dong Cao, Xiangyu Zhu, Xingyu Huang, Jianzhu Guo, Zhen Lei

Continual Learning With Extended Kronecker-Factored Approximate Curvature

Janghyeon Lee, Hyeong Gwon Hong, Donggyu Joo, Junmo Kim

A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection

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

Neural Point Cloud Rendering via Multi-Plane Projection

Peng Dai, Yinda Zhang, Zhuwen Li, Shuaicheng Liu, Bing Zeng

MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction

Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces

Muhammad Haris Khan, John McDonagh, Salman Khan, Muhammad Shahabuddin, Aditya Arora

Deep 3D Portrait From a Single Image

Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng

HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map

Jameel Malik, Ibrahim Abdelaziz, Ahmed Elhayek, Soshi Shimada, Sk Aziz Ali

Auto-Tuning Structured Light by Optical Stochastic Gradient Descent

Wenzheng Chen, Parsa Mirdehghan, Sanja Fidler, Kiriakos N. Kutulakos

HOPE-Net: A Graph-Based Model for Hand-Object Pose Estimation

Bardia Doosti, Shujon Naha, Majid Mirbagheri, David J. Crandall

SynSin: End-to-End View Synthesis From a Single Image

Olivia Wiles, Georgia Gkioxari, Richard Szeliski, Justin Johnson

A Disentangling Invertible Interpretation Network for Explaining Latent Representations

Patrick Esser, Robin Rombach, Bjorn Ommer

Online Deep Clustering for Unsupervised Representation Learning

Xiaohang Zhan, Jiahao Xie, Ziwei Liu, Yew-Soon Ong, Chen Change Loy

Guided Variational Autoencoder for Disentanglement Learning

Zheng Ding, Yifan Xu, Weijian Xu, Gaurav Parmar, Yang Yang

SampleNet: Differentiable Point Cloud Sampling

Itai Lang, Asaf Manor, Shai Avidan

Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition

Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos

Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis

Yiyi Liao, Katja Schwarz, Lars Mescheder, Andreas Geiger

Pixel Consensus Voting for Panoptic Segmentation

Haochen Wang, Ruotian Luo, Michael Maire, Greg Shakhnarovich

Towards Learning Structure via Consensus for Face Segmentation and Parsing

Iacopo Masi, Joe Mathai, Wael AbdAlmageed

BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation

Hao Chen, Kunyang Sun, Zhi Tian, Chunhua Shen, Yongming Huang

Deep Shutter Unrolling Network

Peidong Liu, Zhaopeng Cui, Viktor Larsson, Marc Pollefeys

Deep Facial Non-Rigid Multi-View Stereo

Ziqian Bai, Zhaopeng Cui, Jamal Ahmed Rahim, Xiaoming Liu, Ping Tan

Partial Weight Adaptation for Robust DNN Inference

Xiufeng Xie, Kyu-Han Kim

Fast Soft Color Segmentation

Naofumi Akimoto, Huachun Zhu, Yanghua Jin, Yoshimitsu Aoki

Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Hao Tang, Dan Xu, Yan Yan, Philip H.S. Torr, Nicu Sebe

Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching

Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu

TetraTSDF: 3D Human Reconstruction From a Single Image With a Tetrahedral Outer Shell

Hayato Onizuka, Zehra Hayirci, Diego Thomas, Akihiro Sugimoto, Hideaki Uchiyama

Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects

Denys Rozumnyi, Jan Kotera, Filip Sroubek, Jiri Matas

Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement

Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte

Cost Volume Pyramid Based Depth Inference for Multi-View Stereo

Jiayu Yang, Wei Mao, Jose M. Alvarez, miaomiao Liu

A Unified Optimization Framework for Low-Rank Inducing Penalties

Marcus Valtonen Ornhag, Carl Olsson

One-Shot Domain Adaptation for Face Generation

Chao Yang, Ser-Nam Lim

Unsupervised Learning From Video With Deep Neural Embeddings

Chengxu Zhuang, Tianwei She, Alex Andonian, Max Sobol Mark, Daniel Yamins

BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation

Yanwei Pang, Jing Nie, Jin Xie, Jungong Han, Xuelong Li

CenterMask: Single Shot Instance Segmentation With Point Representation

Yuqing Wang, Zhaoliang Xu, Hao Shen, Baoshan Cheng, Lirong Yang

Towards Visually Explaining Variational Autoencoders

Wenqian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu

ActBERT: Learning Global-Local Video-Text Representations

Linchao Zhu, Yi Yang

Progressive Adversarial Networks for Fine-Grained Domain Adaptation

Sinan Wang, Xinyang Chen, Yunbo Wang, Mingsheng Long, Jianmin Wang

Cross-Modal Deep Face Normals With Deactivable Skip Connections

Victoria Fernandez Abrevaya, Adnane Boukhayma, Philip H.S. Torr, Edmond Boyer

Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory

Arash Rahnama, Andre T. Nguyen, Edward Raff

Lightweight Multi-View 3D Pose Estimation Through Camera-Disentangled Representation

Edoardo Remelli, Shangchen Han, Sina Honari, Pascal Fua, Robert Wang

Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules

Jinkyu Kim, Suhong Moon, Anna Rohrbach, Trevor Darrell, John Canny

Exploiting Joint Robustness to Adversarial Perturbations

Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi

Domain Adaptation for Image Dehazing

Yuanjie Shao, Lerenhan Li, Wenqi Ren, Changxin Gao, Nong Sang

Actor-Transformers for Group Activity Recognition

Kirill Gavrilyuk, Ryan Sanford, Mehrsan Javan, Cees G. M. Snoek

Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation

Lingjing Wang, Xiang Li, Yi Fang

PANDA: A Gigapixel-Level Human-Centric Video Dataset

Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan

Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation

Changlin Li, jiefeng peng, Liuchun Yuan, Guangrun Wang, Xiaodan Liang

OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression

Lila Huang, Shenlong Wang, Kelvin Wong, Jerry Liu, Raquel Urtasun

STAViS: Spatio-Temporal AudioVisual Saliency Network

Antigoni Tsiami, Petros Koutras, Petros Maragos

Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images

Noriaki Hashimoto, Daisuke Fukushima, Ryoichi Koga, Yusuke Takagi, Kaho Ko

Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild

Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi

Peek-a-Boo: Occlusion Reasoning in Indoor Scenes With Plane Representations

Ziyu Jiang, Buyu Liu, Samuel Schulter, Zhangyang Wang, Manmohan Chandraker

Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras

R. Wes Baldwin, Mohammed Almatrafi, Vijayan Asari, Keigo Hirakawa

Separating Particulate Matter From a Single Microscopic Image

Tushar Sandhan, Jin Young Choi

WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning

Liheng Zhang, Guo-Jun Qi

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration

Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang

SAL: Sign Agnostic Learning of Shapes From Raw Data

Matan Atzmon, Yaron Lipman

Lightweight Photometric Stereo for Facial Details Recovery

Xueying Wang, Yudong Guo, Bailin Deng, Juyong Zhang