CVPR 2020

1,466 papers

A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation

Ji Zhao, Wanting Xu, Laurent Kneip

Diverse Image Generation via Self-Conditioned GANs

Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba

Density-Based Clustering for 3D Object Detection in Point Clouds

Syeda Mariam Ahmed, Chee Meng Chew

ViBE: Dressing for Diverse Body Shapes

Wei-Lin Hsiao, Kristen Grauman

ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning

Weiwei Sun, Wei Jiang, Eduard Trulls, Andrea Tagliasacchi, Kwang Moo Yi

Spatio-Temporal Graph for Video Captioning With Knowledge Distillation

Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation

Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang

SESS: Self-Ensembling Semi-Supervised 3D Object Detection

Na Zhao, Tat-Seng Chua, Gim Hee Lee

DSNAS: Direct Neural Architecture Search Without Parameter Retraining

Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi

Learning Longterm Representations for Person Re-Identification Using Radio Signals

Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan

Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension

Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu

Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm

Muhammad Zaigham Zaheer, Jin-Ha Lee, Marcella Astrid, Seung-Ik Lee

Private-kNN: Practical Differential Privacy for Computer Vision

Yuqing Zhu, Xiang Yu, Manmohan Chandraker, Yu-Xiang Wang

Neural Architecture Search for Lightweight Non-Local Networks

Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang

Visual Chirality

Zhiqiu Lin, Jin Sun, Abe Davis, Noah Snavely

Improved Few-Shot Visual Classification

Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal

Moving in the Right Direction: A Regularization for Deep Metric Learning

Deen Dayal Mohan, Nishant Sankaran, Dennis Fedorishin, Srirangaraj Setlur, Venu Govindaraju

Better Captioning With Sequence-Level Exploration

Jia Chen, Qin Jin

Neural Implicit Embedding for Point Cloud Analysis

Kent Fujiwara, Taiichi Hashimoto

Hierarchical Graph Attention Network for Visual Relationship Detection

Li Mi, Zhenzhong Chen

OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold

Mohamed Yousef, Tom E. Bishop

End-to-End Learning of Visual Representations From Uncurated Instructional Videos

Antoine Miech, Jean-Baptiste Alayrac, Lucas Smaira, Ivan Laptev, Josef Sivic

TBT: Targeted Neural Network Attack With Bit Trojan

Adnan Siraj Rakin, Zhezhi He, Deliang Fan

Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

Understanding Human Hands in Contact at Internet Scale

Dandan Shan, Jiaqi Geng, Michelle Shu, David F. Fouhey

Improving One-Shot NAS by Suppressing the Posterior Fading

Xiang Li, CHEN LIN, Chuming Li, Ming Sun, Wei Wu

RPM-Net: Robust Point Matching Using Learned Features

Zi Jian Yew, Gim Hee Lee

Clean-Label Backdoor Attacks on Video Recognition Models

Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen

TESA: Tensor Element Self-Attention via Matricization

Francesca Babiloni, Ioannis Marras, Gregory Slabaugh, Stefanos Zafeiriou

Say As You Wish: Fine-Grained Control of Image Caption Generation With Abstract Scene Graphs

Shizhe Chen, Qin Jin, Peng Wang, Qi Wu

Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, Changick Kim

Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation

Mengshi Qi, Jie Qin, Yu Wu, Yi Yang

On Vocabulary Reliance in Scene Text Recognition

Zhaoyi Wan, Jielei Zhang, Liang Zhang, Jiebo Luo, Cong Yao

Syntax-Aware Action Targeting for Video Captioning

Qi Zheng, Chaoyue Wang, Dacheng Tao

Norm-Aware Embedding for Efficient Person Search

Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele

EcoNAS: Finding Proxies for Economical Neural Architecture Search

Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi

Revisiting the Sibling Head in Object Detector

Guanglu Song, Yu Liu, Xiaogang Wang

Rethinking Performance Estimation in Neural Architecture Search

Xiawu Zheng, Rongrong Ji, Qiang Wang, Qixiang Ye, Zhenguo Li

Learning to Cluster Faces via Confidence and Connectivity Estimation

Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy

Speech2Action: Cross-Modal Supervision for Action Recognition

Arsha Nagrani, Chen Sun, David Ross, Rahul Sukthankar, Cordelia Schmid

Action Genome: Actions As Compositions of Spatio-Temporal Scene Graphs

Jingwei Ji, Ranjay Krishna, Li Fei-fei, Juan Carlos Niebles

Warp to the Future: Joint Forecasting of Features and Feature Motion

Josip Saric, Marin Orsic, Tonci Antunovic, Sacha Vrazic, Siniša Šegvić

Learning to Learn Single Domain Generalization

Fengchun Qiao, Long Zhao, Xi Peng

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images

Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen

SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving

Zhenpei Yang, Yuning Chai, Dragomir Anguelov, Yin Zhou, Pei Sun

Symmetry and Group in Attribute-Object Compositions

Yong-Lu Li, Yue Xu, Xiaohan Mao, Cewu Lu

Hierarchical Scene Coordinate Classification and Regression for Visual Localization

Xiaotian Li, Shuzhe Wang, Yi Zhao, Jakob Verbeek, Juho Kannala

Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax

Yu Li, Tao Wang, Bingyi Kang, Sheng Tang, Chunfeng Wang

Learning From Web Data With Self-Organizing Memory Module

Yi Tu, Li Niu, Junjie Chen, Dawei Cheng, Liqing Zhang

Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End

Abdelrahman Eldesokey, Michael Felsberg, Karl Holmquist, Michael Persson

Optimal least-squares solution to the hand-eye calibration problem

Amit Dekel, Linus Harenstam-Nielsen, Sergio Caccamo

ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection

Yuxin Wang, Hongtao Xie, Zheng-Jun Zha, Mengting Xing, Zilong Fu

Superpixel Segmentation With Fully Convolutional Networks

Fengting Yang, Qian Sun, Hailin Jin, Zihan Zhou

Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization

Hongxin Wei, Lei Feng, Xiangyu Chen, Bo An

Can Deep Learning Recognize Subtle Human Activities?

Vincent Jacquot, Zhuofan Ying, Gabriel Kreiman

Learning to Measure the Static Friction Coefficient in Cloth Contact

Abdullah Haroon Rasheed, Victor Romero, Florence Bertails-Descoubes, Stefanie Wuhrer, Jean-Sebastien Franco

Gated Channel Transformation for Visual Recognition

Zongxin Yang, Linchao Zhu, Yu Wu, Yi Yang

Screencast Tutorial Video Understanding

Kunpeng Li, Chen Fang, Zhaowen Wang, Seokhwan Kim, Hailin Jin

CoverNet: Multimodal Behavior Prediction Using Trajectory Sets

Tung Phan-Minh, Elena Corina Grigore, Freddy A. Boulton, Oscar Beijbom, Eric M. Wolff

Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x Fewer Labels

Xun Xu, Gim Hee Lee

PointGMM: A Neural GMM Network for Point Clouds

Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-or

Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition

Canjie Luo, Yuanzhi Zhu, LianWen Jin, Yongpan Wang

Few-Shot Pill Recognition

Suiyi Ling, Andreas Pastor, Jing Li, Zhaohui Che, Junle Wang

Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

Siyuan Li, Semih Gunel, Mirela Ostrek, Pavan Ramdya, Pascal Fua

Inter-Region Affinity Distillation for Road Marking Segmentation

Yuenan Hou, Zheng Ma, Chunxiao Liu, Tak-Wai Hui, Chen Change Loy

Counterfactual Samples Synthesizing for Robust Visual Question Answering

Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu

Adversarial Latent Autoencoders

Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto

Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis

K R Prajwal, Rudrabha Mukhopadhyay, Vinay P. Namboodiri, C.V. Jawahar

Visual Grounding in Video for Unsupervised Word Translation

Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski

What You See is What You Get: Exploiting Visibility for 3D Object Detection

Peiyun Hu, Jason Ziglar, David Held, Deva Ramanan

End-to-End Adversarial-Attention Network for Multi-Modal Clustering

Runwu Zhou, Yi-Dong Shen

BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector

Yang Liu, Xu Tang

Graph Structured Network for Image-Text Matching

Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hongtao Xie, Bin Wang

Graph Embedded Pose Clustering for Anomaly Detection

Amir Markovitz, Gilad Sharir, Itamar Friedman, Lihi Zelnik-Manor, Shai Avidan

Learning Instance Occlusion for Panoptic Segmentation

Justin Lazarow, Kwonjoon Lee, Kunyu Shi, Zhuowen Tu

Connect-and-Slice: An Hybrid Approach for Reconstructing 3D Objects

Hao Fang, Florent Lafarge

WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo Matching

Menglong Yang, Fangrui Wu, Wei Li

Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation

Gedas Bertasius, Lorenzo Torresani

On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location

Osman Semih Kayhan, Jan C. van Gemert

Cross-Domain Document Object Detection: Benchmark Suite and Method

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios

DPGN: Distribution Propagation Graph Network for Few-Shot Learning

Ling Yang, Liangliang Li, Zilun Zhang, Xinyu Zhou, Erjin Zhou

Learning Geocentric Object Pose in Oblique Monocular Images

Gordon Christie, Rodrigo Rene Rai Munoz Abujder, Kevin Foster, Shea Hagstrom, Gregory D. Hager

Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization

Lourenco V. Pato, Renato Negrinho, Pedro M. Q. Aguiar

xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

Maximilian Jaritz, Tuan-Hung VU, Raoul de Charette, Emilie Wirbel, Patrick Pérez

Deepstrip: High-Resolution Boundary Refinement

Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky, Larry S. Davis

Normalized and Geometry-Aware Self-Attention Network for Image Captioning

Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu

Tangent Images for Mitigating Spherical Distortion

Marc Eder, Mykhailo Shvets, John Lim, Jan-Michael Frahm

Local Context Normalization: Revisiting Local Normalization

Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld

Violin: A Large-Scale Dataset for Video-and-Language Inference

Jingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu

Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning

Zhihui Wang, Shijie Wang, Shuhui Yang, Haojie Li, Jianjun Li

Rethinking the Route Towards Weakly Supervised Object Localization

Chen-Lin Zhang, Yun-Hao Cao, Jianxin Wu

In Defense of Grid Features for Visual Question Answering

Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen

Dynamic Traffic Modeling From Overhead Imagery

Scott Workman, Nathan Jacobs

Deep Structure-Revealed Network for Texture Recognition

Wei Zhai, Yang Cao, Zheng-Jun Zha, Haiyong Xie, Feng Wu

TA-Student VQA: Multi-Agents Training by Self-Questioning

Peixi Xiong, Ying Wu

A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation

Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang

Enhanced Transport Distance for Unsupervised Domain Adaptation

Mengxue Li, Yi-Ming Zhai, You-Wei Luo, Peng-Fei Ge, Chuan-Xian Ren

MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment

Florian Bernard, Zeeshan Khan Suri, Christian Theobalt

Structure Aware Single-Stage 3D Object Detection From Point Cloud

Chenhang He, Hui Zeng, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang

Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection

Shifeng Zhang, Cheng Chi, Yongqiang Yao, Zhen Lei, Stan Z. Li