CVPR 2020

1,466 papers

SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking

Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Shengyong Chen

Vec2Face: Unveil Human Faces From Their Blackbox Features in Face Recognition

Chi Nhan Duong, Thanh-Dat Truong, Khoa Luu, Kha Gia Quach, Hung Bui

Approximating shapes in images with low-complexity polygons

Muxingzi Li, Florent Lafarge, Renaud Marlet

Spherical Space Domain Adaptation With Robust Pseudo-Label Loss

Xiang Gu, Jian Sun, Zongben Xu

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Hongxu Yin, Pavlo Molchanov, Jose M. Alvarez, Zhizhong Li, Arun Mallya

EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera

Lan Xu, Weipeng Xu, Vladislav Golyanik, Marc Habermann, Lu Fang

Image Based Virtual Try-On Network From Unpaired Data

Assaf Neuberger, Eran Borenstein, Bar Hilleli, Eduard Oks, Sharon Alpert

CookGAN: Causality Based Text-to-Image Synthesis

Bin Zhu, Chong-Wah Ngo

RGBD-Dog: Predicting Canine Pose from RGBD Sensors

Sinead Kearney, Wenbin Li, Martin Parsons, Kwang In Kim, Darren Cosker

Learning to Optimize on SPD Manifolds

Zhi Gao, Yuwei Wu, Yunde Jia, Mehrtash Harandi

SAM: The Sensitivity of Attribution Methods to Hyperparameters

Naman Bansal, Chirag Agarwal, Anh Nguyen

Learning Dynamic Relationships for 3D Human Motion Prediction

Qiongjie Cui, Huaijiang Sun, Fei Yang

ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition

Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato

Fast Texture Synthesis via Pseudo Optimizer

Wu Shi, Yu Qiao

Optimizing Rank-Based Metrics With Blackbox Differentiation

Michal Rolinek, Vít Musil, Anselm Paulus, Marin Vlastelica, Claudio Michaelis

Learning to Shadow Hand-Drawn Sketches

Qingyuan Zheng, Zhuoru Li, Adam Bargteil

3D Human Mesh Regression With Dense Correspondence

Wang Zeng, Wanli Ouyang, Ping Luo, Wentao Liu, Xiaogang Wang

Quaternion Product Units for Deep Learning on 3D Rotation Groups

Xuan Zhang, Shaofei Qin, Yi Xu, Hongteng Xu

EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning

Lin Wang, Tae-kyun Kim, Kuk-Jin Yoon

GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes

Enric Corona, Albert Pumarola, Guillem Alenyà, Francesc Moreno-Noguer, Gregory Rogez

Evade Deep Image Retrieval by Stashing Private Images in the Hash Space

Yanru Xiao, Cong Wang, Xing Gao

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

Jaejun Yoo, Namhyuk Ahn, Kyung-ah Sohn

Learning a Neural Solver for Multiple Object Tracking

Guillem Braso, Laura Leal-Taixé

Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings

Amy Zhao, Guha Balakrishnan, Kathleen M. Lewis, Fredo Durand, John V. Guttag

Optical Flow in the Dark

Yinqiang Zheng, Mingfang Zhang, Feng Lu

A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning

Dat Huynh, Ehsan Elhamifar

Spatially Attentive Output Layer for Image Classification

Ildoo Kim, Woonhyuk Baek, Sungwoong Kim

Exploring Unlabeled Faces for Novel Attribute Discovery

Hyojin Bahng, Sunghyo Chung, Seungjoo Yoo, Jaegul Choo

Face X-Ray for More General Face Forgery Detection

Lingzhi LI, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen

Robust Homography Estimation via Dual Principal Component Pursuit

Tianjiao Ding, Yunchen Yang, Zhihui Zhu, Daniel P. Robinson, René Vidal

ClusterFit: Improving Generalization of Visual Representations

Xueting Yan, Ishan Misra, Abhinav Gupta, Deepti Ghadiyaram, Dhruv Mahajan

MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

Cheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping Luo

Adaptive Loss-Aware Quantization for Multi-Bit Networks

Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele

Transferring and Regularizing Prediction for Semantic Segmentation

Yiheng Zhang, Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Dong Liu

Learning Fast and Robust Target Models for Video Object Segmentation

Andreas Robinson, Felix Järemo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg

Data Uncertainty Learning in Face Recognition

Jie Chang, Zhonghao Lan, Changmao Cheng, Yichen Wei

Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild

Umar Iqbal, Pavlo Molchanov, Jan Kautz

Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation

Cheng Ma, Zhenyu Jiang, Yongming Rao, Jiwen Lu, Jie Zhou

Cross-Spectral Face Hallucination via Disentangling Independent Factors

Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He

D3S - A Discriminative Single Shot Segmentation Tracker

Alan Lukežič, Jiri Matas, Matej Kristan

Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?

Safa Messaoud, Maghav Kumar, Alexander G. Schwing

DualSDF: Semantic Shape Manipulation Using a Two-Level Representation

Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie

State-Aware Tracker for Real-Time Video Object Segmentation

Xi Chen, Zuoxin Li, Ye Yuan, Gang Yu, Jianxin Shen

MineGAN: Effective Knowledge Transfer From GANs to Target Domains With Few Images

yaxing wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan

Learning Meta Face Recognition in Unseen Domains

Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao, Dong Cao, Zhen Lei

There and Back Again: Revisiting Backpropagation Saliency Methods

Sylvestre-Alvise Rebuffi, Ruth Fong, Xu Ji, Andrea Vedaldi

Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer

Yerlan Idelbayev, Miguel Á. Carreira-Perpiñán

Interpretable and Accurate Fine-grained Recognition via Region Grouping

Zixuan Huang, Yin Li

Siamese Box Adaptive Network for Visual Tracking

Zedu Chen, Bineng Zhong, Guorong Li, Shengping Zhang, Rongrong Ji

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

Learning to Cartoonize Using White-Box Cartoon Representations

Xinrui Wang, Jinze Yu

LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones

15 Keypoints Is All You Need

Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf

Diversified Arbitrary Style Transfer via Deep Feature Perturbation

Zhizhong Wang, lei zhao, Haibo Chen, Lihong Qiu, Qihang Mo

A U-Net Based Discriminator for Generative Adversarial Networks

Edgar Schonfeld, Bernt Schiele, Anna Khoreva

ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation

Yawar Siddiqui, Julien Valentin, Matthias Niessner

Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection

Huajun Zhou, Xiaohua Xie, Jian-Huang Lai, Zixuan Chen, Lingxiao Yang

Improving the Robustness of Capsule Networks to Image Affine Transformations

Jindong Gu, Volker Tresp

Flow Contrastive Estimation of Energy-Based Models

Ruiqi Gao, Erik Nijkamp, Diederik P. Kingma, Zhen Xu, Andrew M. Dai

Transferring Cross-Domain Knowledge for Video Sign Language Recognition

DONGXU LI, Xin Yu, Chenchen Xu, Lars Petersson, Hongdong Li

MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks

Animesh Karnewar, Oliver Wang

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Aditya Golatkar, Alessandro Achille, Stefano Soatto

Siam R-CNN: Visual Tracking by Re-Detection

Paul Voigtlaender, Jonathon Luiten, Philip H.S. Torr, Bastian Leibe

Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget

Guy Davidson, Michael C. Mozer

Sequential 3D Human Pose and Shape Estimation From Point Clouds

Kangkan Wang, Jin Xie, Guofeng Zhang, Lei Liu, Jian Yang

Few-Shot Open-Set Recognition Using Meta-Learning

Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos

TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model

Bo Pang, Yizhuo Li, Yifan Zhang, Muchen Li, Cewu Lu

DeepFaceFlow: In-the-Wild Dense 3D Facial Motion Estimation

Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou

G3AN: Disentangling Appearance and Motion for Video Generation

Yaohui Wang, Piotr Biliński, francois bremond, Antitza Dantcheva

P-nets: Deep Polynomial Neural Networks

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression

Yawei Li, Shuhang Gu, Christoph Mayer, Luc Van Gool, Radu Timofte

State-Relabeling Adversarial Active Learning

Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha

Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning

Yi Liu, Guangchang Deng, Xiangping Zeng, Si Wu, Zhiwen Yu

Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation

Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira

How Useful Is Self-Supervised Pretraining for Visual Tasks?

Alejandro Newell, Jia Deng

Probabilistic Structural Latent Representation for Unsupervised Embedding

Mang Ye, Jianbing Shen

SuperGlue: Learning Feature Matching With Graph Neural Networks

Paul-Edouard Sarlin, Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich

KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering

Lei Zhou, Zixin Luo, Tianwei Shen, Jiahui Zhang, Mingmin Zhen

Grid-GCN for Fast and Scalable Point Cloud Learning

Qiangeng Xu, Xudong Sun, Cho-Ying Wu, Panqu Wang, Ulrich Neumann

3D Photography Using Context-Aware Layered Depth Inpainting

Meng-Li Shih, Shih-Yang Su, Johannes Kopf, Jia-Bin Huang

Learning to Manipulate Individual Objects in an Image

Yanchao Yang, Yutong Chen, Stefano Soatto

Density-Aware Feature Embedding for Face Clustering

Senhui Guo, Jing Xu, Dapeng Chen, Chao Zhang, Xiaogang Wang

Regularizing Neural Networks via Minimizing Hyperspherical Energy

Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu

AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification

Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen

Accurate Estimation of Body Height From a Single Depth Image via a Four-Stage Developing Network

Fukun Yin, Shizhe Zhou

Correlation-Guided Attention for Corner Detection Based Visual Tracking

Fei Du, Peng Liu, Wei Zhao, Xianglong Tang

Multi-Scale Interactive Network for Salient Object Detection

Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu

Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong

Learning to Transfer Texture From Clothing Images to 3D Humans

Aymen Mir, Thiemo Alldieck, Gerard Pons-Moll

Unsupervised Deep Shape Descriptor With Point Distribution Learning

Yi Shi, Mengchen Xu, Shuaihang Yuan, Yi Fang

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

Haozhe Qi, Chen Feng, Zhiguo Cao, Feng Zhao, Yang Xiao

VOLDOR: Visual Odometry From Log-Logistic Dense Optical Flow Residuals

Zhixiang Min, Yiding Yang, Enrique Dunn

Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines

Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux

Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation

Jean Kossaifi, Antoine Toisoul, Adrian Bulat, Yannis Panagakis, Timothy M. Hospedales

4D Visualization of Dynamic Events From Unconstrained Multi-View Videos

Aayush Bansal, Minh Vo, Yaser Sheikh, Deva Ramanan, Srinivasa Narasimhan

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders

Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh

GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations

Xiang Gao, Wei Hu, Guo-Jun Qi

The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation

Junjie Huang, Zheng Zhu, Feng Guo, Guan Huang

Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions

Ricard Durall, Margret Keuper, Janis Keuper

Robust Partial Matching for Person Search in the Wild

Yingji Zhong, Xiaoyu Wang, Shiliang Zhang