CVPR 2020

1,466 papers

Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval

Tobias Weyand, Andre Araujo, Bingyi Cao, Jack Sim

Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields

Jinglei Shi, Xiaoran Jiang, Christine Guillemot

How Much Time Do You Have? Modeling Multi-Duration Saliency

Camilo Fosco, Anelise Newman, Pat Sukhum, Yun Bin Zhang, Nanxuan Zhao

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

Weijing Shi, Raj Rajkumar

Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction

Beibei Jin, YU HU, Qiankun Tang, Jingyu Niu, Zhiping Shi

Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks

Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang

Unsupervised Intra-Domain Adaptation for Semantic Segmentation Through Self-Supervision

Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon

X3D: Expanding Architectures for Efficient Video Recognition

Christoph Feichtenhofer

3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset

Malte Pedersen, Joakim Bruslund Haurum, Stefan Hein Bengtson, Thomas B. Moeslund

IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning

Xi Yang, Ding Xia, Taichi Kin, Takeo Igarashi

Non-Line-of-Sight Surface Reconstruction Using the Directional Light-Cone Transform

Sean I. Young, David B. Lindell, Bernd Girod, David Taubman, Gordon Wetzstein

Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective

Jialun Liu, Yifan Sun, Chuchu Han, Zhaopeng Dou, Wenhui Li

Instance Guided Proposal Network for Person Search

Wenkai Dong, Zhaoxiang Zhang, Chunfeng Song, Tieniu Tan

Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data

Xi Yan, David Acuna, Sanja Fidler

Robustness Guarantees for Deep Neural Networks on Videos

Min Wu, Marta Kwiatkowska

Transformation GAN for Unsupervised Image Synthesis and Representation Learning

Jiayu Wang, Wengang Zhou, Guo-Jun Qi, Zhongqian Fu, Qi Tian

Learning Multiview 3D Point Cloud Registration

Zan Gojcic, Caifa Zhou, Jan D. Wegner, Leonidas J. Guibas, Tolga Birdal

Towards Efficient Model Compression via Learned Global Ranking

Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana Marculescu

Footprints and Free Space From a Single Color Image

Jamie Watson, Michael Firman, Aron Monszpart, Gabriel J. Brostow

View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis

Xin Wei, Ruixuan Yu, Jian Sun

FPConv: Learning Local Flattening for Point Convolution

Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou

Action Modifiers: Learning From Adverbs in Instructional Videos

Hazel Doughty, Ivan Laptev, Walterio Mayol-Cuevas, Dima Damen

HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection

Maosheng Ye, Shuangjie Xu, Tongyi Cao

End-to-End Optimization of Scene Layout

Andrew Luo, Zhoutong Zhang, Jiajun Wu, Joshua B. Tenenbaum

Polarized Non-Line-of-Sight Imaging

Kenichiro Tanaka, Yasuhiro Mukaigawa, Achuta Kadambi

Two-Shot Spatially-Varying BRDF and Shape Estimation

Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P.A. Lensch, Jan Kautz

Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder

Guanlin Li, Shuya Ding, Jun Luo, Chang Liu

Self-Supervised Human Depth Estimation From Monocular Videos

Feitong Tan, Hao Zhu, Zhaopeng Cui, Siyu Zhu, Marc Pollefeys

DUNIT: Detection-Based Unsupervised Image-to-Image Translation

Deblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, Mathieu Salzmann

Joint 3D Instance Segmentation and Object Detection for Autonomous Driving

Dingfu Zhou, Jin Fang, Xibin Song, Liu Liu, Junbo Yin

Image Search With Text Feedback by Visiolinguistic Attention Learning

Yanbei Chen, Shaogang Gong, Loris Bazzani

Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection

Yuhang Liu, Fandong Zhang, Qianyi Zhang, Siwen Wang, Yizhou Wang

Defending Against Universal Attacks Through Selective Feature Regeneration

Tejas Borkar, Felix Heide, Lina Karam

Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation

Maxim Maximov, Kevin Galim, Laura Leal-Taixé

Learning a Reinforced Agent for Flexible Exposure Bracketing Selection

Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo

A Lighting-Invariant Point Processor for Shading

Kathryn Heal, Jialiang Wang, Steven J. Gortler, Todd Zickler

AdaBits: Neural Network Quantization With Adaptive Bit-Widths

Qing Jin, Linjie Yang, Zhenyu Liao

A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising

Kaixuan Wei, Ying Fu, Jiaolong Yang, Hua Huang

Single-Stage 6D Object Pose Estimation

Yinlin Hu, Pascal Fua, Wei Wang, Mathieu Salzmann

DNU: Deep Non-Local Unrolling for Computational Spectral Imaging

Lizhi Wang, Chen Sun, Maoqing Zhang, Ying Fu, Hua Huang

Fusing Wearable IMUs With Multi-View Images for Human Pose Estimation: A Geometric Approach

Zhe Zhang, CHUNYU WANG, Wenhu Qin, Wenjun Zeng

M-LVC: Multiple Frames Prediction for Learned Video Compression

Jianping Lin, Dong Liu, Houqiang Li, Feng Wu

Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition

Frederik Warburg, Soren Hauberg, Manuel Lopez-Antequera, Pau Gargallo, Yubin Kuang

L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks

Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

Collaborative Distillation for Ultra-Resolution Universal Style Transfer

Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang

Upgrading Optical Flow to 3D Scene Flow Through Optical Expansion

Gengshan Yang, Deva Ramanan

Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis

Zhi-Hao Lin, Sheng-Yu Huang, Yu-Chiang Frank Wang

Deep White-Balance Editing

Mahmoud Afifi, Michael S. Brown

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

Tony C.W. Mok, Albert C.S. Chung

When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks

Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu, Dahua Lin

Perceptual Quality Assessment of Smartphone Photography

Yuming Fang, Hanwei Zhu, Yan Zeng, Kede Ma, Zhou Wang

gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity Priors

Victor Fragoso, Joseph DeGol, Gang Hua

Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning

Zhibo Yang, Lihan Huang, Yupei Chen, Zijun Wei, Seoyoung Ahn

From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks

K L Navaneet, Ansu Mathew, Shashank Kashyap, Wei-Chih Hung, Varun Jampani

Context-Aware Attention Network for Image-Text Retrieval

Qi Zhang, Zhen Lei, Zhaoxiang Zhang, Stan Z. Li

Generating and Exploiting Probabilistic Monocular Depth Estimates

Zhihao Xia, Patrick Sullivan, Ayan Chakrabarti

QEBA: Query-Efficient Boundary-Based Blackbox Attack

Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence

Wenhan Yang, Robby T. Tan, Shiqi Wang, Jiaying Liu

Show, Edit and Tell: A Framework for Editing Image Captions

Fawaz Sammani, Luke Melas-Kyriazi

Reverse Perspective Network for Perspective-Aware Object Counting

Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction

Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal

Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring

Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan

Single-Stage Semantic Segmentation From Image Labels

Nikita Araslanov, Stefan Roth

Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging

Xin Yuan, Yang Liu, Jinli Suo, Qionghai Dai

BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Fisher Yu, Haofeng Chen, Xin Wang, Wenqi Xian, Yingying Chen

BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion

Fu-En Wang, Yu-Hsuan Yeh, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai

Learning in the Frequency Domain

Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen

Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery

Lei Jin, Yanyu Xu, Jia Zheng, Junfei Zhang, Rui Tang

Deblurring by Realistic Blurring

Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Bjorn Stenger

Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation

Renjun Xu, Pelen Liu, Liyan Wang, Chao Chen, Jindong Wang

Learning 3D Semantic Scene Graphs From 3D Indoor Reconstructions

Johanna Wald, Helisa Dhamo, Nassir Navab, Federico Tombari

Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training

Yuan Yuan, Wei Su, Dandan Ma

GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet

Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian

Deep Stereo Using Adaptive Thin Volume Representation With Uncertainty Awareness

Shuo Cheng, Zexiang Xu, Shilin Zhu, Zhuwen Li, Li Erran Li

Projection & Probability-Driven Black-Box Attack

Jie Li, Rongrong Ji, Hong Liu, Jianzhuang Liu, Bineng Zhong

Height and Uprightness Invariance for 3D Prediction From a Single View

Manel Baradad, Antonio Torralba

Salience-Guided Cascaded Suppression Network for Person Re-Identification

Xuesong Chen, Canmiao Fu, Yong Zhao, Feng Zheng, Jingkuan Song

Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector

Qi Fan, Wei Zhuo, Chi-Keung Tang, Yu-Wing Tai

Ego-Topo: Environment Affordances From Egocentric Video

Tushar Nagarajan, Yanghao Li, Christoph Feichtenhofer, Kristen Grauman

Universal Physical Camouflage Attacks on Object Detectors

Lifeng Huang, Chengying Gao, Yuyin Zhou, Cihang Xie, Alan L. Yuille

Understanding Road Layout From Videos as a Whole

Buyu Liu, Bingbing Zhuang, Samuel Schulter, Pan Ji, Manmohan Chandraker

Video Modeling With Correlation Networks

Heng Wang, Du Tran, Lorenzo Torresani, Matt Feiszli

The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li

Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification

Jinrui Yang, Wei-Shi Zheng, Qize Yang, Ying-Cong Chen, Qi Tian

Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks

Jianhe Yuan, Zhihai He

HybridPose: 6D Object Pose Estimation Under Hybrid Representations

Chen Song, Jiaru Song, Qixing Huang

Deep Optics for Single-Shot High-Dynamic-Range Imaging

Christopher A. Metzler, Hayato Ikoma, Yifan Peng, Gordon Wetzstein

RevealNet: Seeing Behind Objects in RGB-D Scans

Ji Hou, Angela Dai, Matthias Niessner

OccuSeg: Occupancy-Aware 3D Instance Segmentation

Lei Han, Tian Zheng, Lan Xu, Lu Fang

Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior

Osama Makansi, Ozgun Cicek, Kevin Buchicchio, Thomas Brox

A Self-supervised Approach for Adversarial Robustness

Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

Learning to Forget for Meta-Learning

Sungyong Baik, Seokil Hong, Kyoung Mu Lee

Context-Aware Group Captioning via Self-Attention and Contrastive Features

Zhuowan Li, Quan Tran, Long Mai, Zhe Lin, Alan L. Yuille

How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework

Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar

Skeleton-Based Action Recognition With Shift Graph Convolutional Network

Ke Cheng, Yifan Zhang, Xiangyu He, Weihan Chen, Jian Cheng

Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation

Jiazhao Zhang, Chenyang Zhu, Lintao Zheng, Kai Xu

Temporal Pyramid Network for Action Recognition

Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou

Shape Reconstruction by Learning Differentiable Surface Representations

Jan Bednarik, Shaifali Parashar, Erhan Gundogdu, Mathieu Salzmann, Pascal Fua

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

Liming Jiang, Ren Li, Wayne Wu, Chen Qian, Chen Change Loy