【ICCV2019】完整论文列表

ICCV2019完整论文清单,共1075篇。

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FaceForensics++: Learning to Detect Manipulated Facial Images
Authors:Andreas Rossler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Niessner pdf supp
DeepVCP: An End-to-End Deep Neural Network for Point Cloud Registration
Authors:Weixin Lu, Guowei Wan, Yao Zhou, Xiangyu Fu, Pengfei Yuan, Shiyu Song pdf supp
Shape Reconstruction Using Differentiable Projections and Deep Priors
Authors:Matheus Gadelha, Rui Wang, Subhransu Maji pdf
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization
Authors:Mans Larsson, Erik Stenborg, Carl Toft, Lars Hammarstrand, Torsten Sattler, Fredrik Kahl pdf supp
SANet: Scene Agnostic Network for Camera Localization
Authors:Luwei Yang, Ziqian Bai, Chengzhou Tang, Honghua Li, Yasutaka Furukawa, Ping Tan pdf supp
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning
Authors:Pedro Hermosilla, Tobias Ritschel, Timo Ropinski pdf supp
Hierarchical Self-Attention Network for Action Localization in Videos
Authors:Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang pdf supp
Goal-Driven Sequential Data Abstraction
Authors:Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song pdf
Jointly Aligning Millions of Images With Deep Penalised Reconstruction Congealing
Authors:Roberto Annunziata, Christos Sagonas, Jacques Cali pdf
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation
Authors:Seungmin Lee, Dongwan Kim, Namil Kim, Seong-Gyun Jeong pdf supp
NLNL: Negative Learning for Noisy Labels
Authors:Youngdong Kim, Junho Yim, Juseung Yun, Junmo Kim pdf supp
Adversarial Robustness vs. Model Compression, or Both?
Authors:Shaokai Ye, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, Xue Lin pdf supp
On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting Method
Authors:Pu Zhao, Sijia Liu, Pin-Yu Chen, Nghia Hoang, Kaidi Xu, Bhavya Kailkhura, Xue Lin pdf supp
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks
Authors:Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras, Roy Shilkrot pdf
Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble
Authors:Xu Zou, Sheng Zhong, Luxin Yan, Xiangyun Zhao, Jiahuan Zhou, Ying Wu pdf
Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement
Authors:Zitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao pdf
Face-to-Parameter Translation for Game Character Auto-Creation
Authors:Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, Yong Liu pdf supp
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
Authors:Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Fredo Durand, William T. Freeman pdf
StructureFlow: Image Inpainting via Structure-Aware Appearance Flow
Authors:Yurui Ren, Xiaoming Yu, Ruonan Zhang, Thomas H. Li, Shan Liu, Ge Li pdf
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
Authors:Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Nima Tajbakhsh, Ruibin Feng, Michael B. Gotway, Yoshua Bengio, Jianming Liang pdf supp
Generative Adversarial Training for Weakly Supervised Cloud Matting
Authors:Zhengxia Zou, Wenyuan Li, Tianyang Shi, Zhenwei Shi, Jieping Ye pdf supp
PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data
Authors:Zheng Tang, Milind Naphade, Stan Birchfield, Jonathan Tremblay, William Hodge, Ratnesh Kumar, Shuo Wang, Xiaodong Yang pdf
Generative Adversarial Networks for Extreme Learned Image Compression
Authors:Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool pdf supp
Instance-Guided Context Rendering for Cross-Domain Person Re-Identification
Authors:Yanbei Chen, Xiatian Zhu, Shaogang Gong pdf supp
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance
Authors:Mahmoud Afifi, Michael S. Brown pdf supp
Beyond Cartesian Representations for Local Descriptors
Authors:Patrick Ebel, Anastasiia Mishchuk, Kwang Moo Yi, Pascal Fua, Eduard Trulls pdf supp
Distilling Knowledge From a Deep Pose Regressor Network
Authors:Muhamad Risqi U. Saputra, Pedro P. B. de Gusmao, Yasin Almalioglu, Andrew Markham, Niki Trigoni pdf supp
Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression
Authors:Kyung-Rae Kim, Whan Choi, Yeong Jun Koh, Seong-Gyun Jeong, Chang-Su Kim pdf supp
Vision-Infused Deep Audio Inpainting
Authors:Hang Zhou, Ziwei Liu, Xudong Xu, Ping Luo, Xiaogang Wang pdf supp
HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision
Authors:Zhen Dong, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer pdf supp
Evaluating Robustness of Deep Image Super-Resolution Against Adversarial Attacks
Authors:Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee pdf supp
Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild
Authors:Kibok Lee, Kimin Lee, Jinwoo Shin, Honglak Lee pdf supp
Symmetric Cross Entropy for Robust Learning With Noisy Labels
Authors:Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey pdf supp
Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training
Authors:Avinash Ravichandran, Rahul Bhotika, Stefano Soatto pdf
Dual Directed Capsule Network for Very Low Resolution Image Recognition
Authors:Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa pdf
Recognizing Part Attributes With Insufficient Data
Authors:Xiangyun Zhao, Yi Yang, Feng Zhou, Xiao Tan, Yuchen Yuan, Yingze Bao, Ying Wu pdf supp
USIP: Unsupervised Stable Interest Point Detection From 3D Point Clouds
Authors:Jiaxin Li, Gim Hee Lee pdf supp
Mixed High-Order Attention Network for Person Re-Identification
Authors:Binghui Chen, Weihong Deng, Jiani Hu pdf supp
Budget-Aware Adapters for Multi-Domain Learning
Authors:Rodrigo Berriel, Stephane Lathuillere, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci pdf supp
Compact Trilinear Interaction for Visual Question Answering
Authors:Tuong Do, Thanh-Toan Do, Huy Tran, Erman Tjiputra, Quang D. Tran pdf
Towards Latent Attribute Discovery From Triplet Similarities
Authors:Ishan Nigam, Pavel Tokmakov, Deva Ramanan pdf supp
GeoStyle: Discovering Fashion Trends and Events
Authors:Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala pdf supp
Towards Adversarially Robust Object Detection
Authors:Haichao Zhang, Jianyu Wang pdf
Automatic and Robust Skull Registration Based on Discrete Uniformization
Authors:Junli Zhao, Xin Qi, Chengfeng Wen, Na Lei, Xianfeng Gu pdf supp
Few-Shot Image Recognition With Knowledge Transfer
Authors:Zhimao Peng, Zechao Li, Junge Zhang, Yan Li, Guo-Jun Qi, Jinhui Tang pdf
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings
Authors:Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen pdf supp
Vehicle Re-Identification in Aerial Imagery: Dataset and Approach
Authors:Peng Wang, Bingliang Jiao, Lu Yang, Yifei Yang, Shizhou Zhang, Wei Wei, Yanning Zhang pdf
Bridging the Domain Gap for Ground-to-Aerial Image Matching
Authors:Krishna Regmi, Mubarak Shah pdf
A Robust Learning Approach to Domain Adaptive Object Detection
Authors:Mehran Khodabandeh, Arash Vahdat, Mani Ranjbar, William G. Macready pdf
Graph-Based Object Classification for Neuromorphic Vision Sensing
Authors:Yin Bi, Aaron Chadha, Alhabib Abbas, Eirina Bourtsoulatze, Yiannis Andreopoulos pdf supp
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving
Authors:Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee pdf
Sharpen Focus: Learning With Attention Separability and Consistency
Authors:Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh, Bo Liu, Dimitris N. Metaxas pdf supp
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition
Authors:Tianshui Chen, Muxin Xu, Xiaolu Hui, Hefeng Wu, Liang Lin pdf
DeceptionNet: Network-Driven Domain Randomization
Authors:Sergey Zakharov, Wadim Kehl, Slobodan Ilic pdf supp
Pose-Guided Feature Alignment for Occluded Person Re-Identification
Authors:Jiaxu Miao, Yu Wu, Ping Liu, Yuhang Ding, Yi Yang pdf
Robust Person Re-Identification by Modelling Feature Uncertainty
Authors:Tianyuan Yu, Da Li, Yongxin Yang, Timothy M. Hospedales, Tao Xiang pdf
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification
Authors:Arulkumar Subramaniam, Athira Nambiar, Anurag Mittal pdf supp
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell
Authors:Huizi Mao, Xiaodong Yang, William J. Dally pdf
IL2M: Class Incremental Learning With Dual Memory
Authors:Eden Belouadah, Adrian Popescu pdf supp
Asymmetric Non-Local Neural Networks for Semantic Segmentation
Authors:Zhen Zhu, Mengde Xu, Song Bai, Tengteng Huang, Xiang Bai pdf supp
CCNet: Criss-Cross Attention for Semantic Segmentation
Authors:Zilong Huang, Xinggang Wang, Lichao Huang, Chang Huang, Yunchao Wei, Wenyu Liu pdf
Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set Function
Authors:Shousheng Luo, Xue-Cheng Tai, Limei Huo, Yang Wang, Roland Glowinski pdf
Feature Weighting and Boosting for Few-Shot Segmentation
Authors:Khoi Nguyen, Sinisa Todorovic pdf
Surface Networks via General Covers
Authors:Niv Haim, Nimrod Segol, Heli Ben-Hamu, Haggai Maron, Yaron Lipman pdf supp
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid
Authors:Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang pdf
Learning Propagation for Arbitrarily-Structured Data
Authors:Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz pdf supp
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input
Authors:Jun Hao Liew, Scott Cohen, Brian Price, Long Mai, Sim-Heng Ong, Jiashi Feng pdf supp
Robust Motion Segmentation From Pairwise Matches
Authors:Federica Arrigoni, Tomas Pajdla pdf supp
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting
Authors:Hao-Shu Fang, Jianhua Sun, Runzhong Wang, Minghao Gou, Yong-Lu Li, Cewu Lu pdf
Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network
Authors:Mei Wang, Weihong Deng, Jiani Hu, Xunqiang Tao, Yaohai Huang pdf
Uncertainty Modeling of Contextual-Connections Between Tracklets for Unconstrained Video-Based Face Recognition
Authors:Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos D. Castillo, Rama Chellappa pdf supp
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading
Authors:Xingxuan Zhang, Feng Cheng, Shilin Wang pdf
Occlusion-Aware Networks for 3D Human Pose Estimation in Video
Authors:Yu Cheng, Bo Yang, Bo Wang, Wending Yan, Robby T. Tan pdf supp
Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled Data
Authors:Yong Zhang, Haiyong Jiang, Baoyuan Wu, Yanbo Fan, Qiang Ji pdf supp
Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning
Authors:Chaoyang Wang, Chen Kong, Simon Lucey pdf
MONET: Multiview Semi-Supervised Keypoint Detection via Epipolar Divergence
Authors:Yuan Yao, Yasamin Jafarian, Hyun Soo Park pdf supp
Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis
Authors:Gilwoo Lee, Zhiwei Deng, Shugao Ma, Takaaki Shiratori, Siddhartha S. Srinivasa, Yaser Sheikh pdf supp
Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network
Authors:Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu pdf
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection
Authors:Xuanyi Dong, Yi Yang pdf
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image
Authors:Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan pdf
TexturePose: Supervising Human Mesh Estimation With Texture Consistency
Authors:Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis pdf supp
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images
Authors:Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, Thomas Brox pdf supp
Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles
Authors:Nitin Saini, Eric Price, Rahul Tallamraju, Raffi Enficiaud, Roman Ludwig, Igor Martinovic, Aamir Ahmad, Michael J. Black pdf supp
Toyota Smarthome: Real-World Activities of Daily Living
Authors:Srijan Das, Rui Dai, Michal Koperski, Luca Minciullo, Lorenzo Garattoni, Francois Bremond, Gianpiero Francesca pdf supp
Relation Parsing Neural Network for Human-Object Interaction Detection
Authors:Penghao Zhou, Mingmin Chi pdf
DistInit: Learning Video Representations Without a Single Labeled Video
Authors:Rohit Girdhar, Du Tran, Lorenzo Torresani, Deva Ramanan pdf
Zero-Shot Anticipation for Instructional Activities
Authors:Fadime Sener, Angela Yao pdf supp
Making the Invisible Visible: Action Recognition Through Walls and Occlusions
Authors:Tianhong Li, Lijie Fan, Mingmin Zhao, Yingcheng Liu, Dina Katabi pdf supp
Recursive Visual Sound Separation Using Minus-Plus Net
Authors:Xudong Xu, Bo Dai, Dahua Lin pdf
Unsupervised Video Interpolation Using Cycle Consistency
Authors:Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro pdf supp
Deformable Surface Tracking by Graph Matching
Authors:Tao Wang, Haibin Ling, Congyan Lang, Songhe Feng, Xiaohui Hou pdf
Deep Meta Learning for Real-Time Target-Aware Visual Tracking
Authors:Janghoon Choi, Junseok Kwon, Kyoung Mu Lee pdf supp
Looking to Relations for Future Trajectory Forecast
Authors:Chiho Choi, Behzad Dariush pdf supp
Anchor Diffusion for Unsupervised Video Object Segmentation
Authors:Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip H. S. Torr pdf supp
Tracking Without Bells and Whistles
Authors:Philipp Bergmann, Tim Meinhardt, Laura Leal-Taixe pdf supp
Perspective-Guided Convolution Networks for Crowd Counting
Authors:Zhaoyi Yan, Yuchen Yuan, Wangmeng Zuo, Xiao Tan, Yezhen Wang, Shilei Wen, Errui Ding pdf supp
End-to-End Wireframe Parsing
Authors:Yichao Zhou, Haozhi Qi, Yi Ma pdf supp
Incremental Class Discovery for Semantic Segmentation With RGBD Sensing
Authors:Yoshikatsu Nakajima, Byeongkeun Kang, Hideo Saito, Kris Kitani pdf
SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation
Authors:Liang Du, Jingang Tan, Hongye Yang, Jianfeng Feng, Xiangyang Xue, Qibao Zheng, Xiaoqing Ye, Xiaolin Zhang pdf
SpaceNet MVOI: A Multi-View Overhead Imagery Dataset
Authors:Nicholas Weir, David Lindenbaum, Alexei Bastidas, Adam Van Etten, Sean McPherson, Jacob Shermeyer, Varun Kumar, Hanlin Tang pdf supp
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
Authors:Vishwanath A. Sindagi, Vishal M. Patel pdf
Learning Lightweight Lane Detection CNNs by Self Attention Distillation
Authors:Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy pdf supp
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation
Authors:Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra pdf supp
Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization
Authors:Wentao Cheng, Weisi Lin, Kan Chen, Xinfeng Zhang pdf
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation
Authors:Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu pdf supp
A Differential Volumetric Approach to Multi-View Photometric Stereo
Authors:Fotios Logothetis, Roberto Mecca, Roberto Cipolla pdf supp
Revisiting Radial Distortion Absolute Pose
Authors:Viktor Larsson, Torsten Sattler, Zuzana Kukelova, Marc Pollefeys pdf supp
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging
Authors:Tobias Wurfl, Andre Aichert, Nicole Maass, Frank Dennerlein, Andreas Maier pdf
QUARCH: A New Quasi-Affine Reconstruction Stratum From Vague Relative Camera Orientation Knowledge
Authors:Devesh Adlakha, Adlane Habed, Fabio Morbidi, Cedric Demonceaux, Michel de Mathelin pdf
Homography From Two Orientation- and Scale-Covariant Features
Authors:Daniel Barath, Zuzana Kukelova pdf
Hiding Video in Audio via Reversible Generative Models
Authors:Hyukryul Yang, Hao Ouyang, Vladlen Koltun, Qifeng Chen pdf
GSLAM: A General SLAM Framework and Benchmark
Authors:Yong Zhao, Shibiao Xu, Shuhui Bu, Hongkai Jiang, Pengcheng Han pdf
Elaborate Monocular Point and Line SLAM With Robust Initialization
Authors:Sang Jun Lee, Sung Soo Hwang pdf supp
Adaptive Density Map Generation for Crowd Counting
Authors:Jia Wan, Antoni Chan pdf
Attention-Aware Polarity Sensitive Embedding for Affective Image Retrieval
Authors:Xingxu Yao, Dongyu She, Sicheng Zhao, Jie Liang, Yu-Kun Lai, Jufeng Yang pdf
Zero-Shot Emotion Recognition via Affective Structural Embedding
Authors:Chi Zhan, Dongyu She, Sicheng Zhao, Ming-Ming Cheng, Jufeng Yang pdf
FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On
Authors:Haoye Dong, Xiaodan Liang, Xiaohui Shen, Bowen Wu, Bing-Cheng Chen, Jian Yin pdf supp
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation
Authors:Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman pdf
Attention-Based Autism Spectrum Disorder Screening With Privileged Modality
Authors:Shi Chen, Qi Zhao pdf
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization
Authors:Jun-Tae Lee, Chang-Su Kim pdf
Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach
Authors:Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon, Zhangyang Wang pdf
Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search
Authors:Adnan Siraj Rakin, Zhezhi He, Deliang Fan pdf
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method
Authors:Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel pdf
Employing Deep Part-Object Relationships for Salient Object Detection
Authors:Yi Liu, Qiang Zhang, Dingwen Zhang, Jungong Han pdf
Self-Supervised Deep Depth Denoising
Authors:Vladimiros Sterzentsenko, Leonidas Saroglou, Anargyros Chatzitofis, Spyridon Thermos, Nikolaos Zioulis, Alexandros Doumanoglou, Dimitrios Zarpalas, Petros Daras pdf supp
Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations
Authors:Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky pdf
Layout-Induced Video Representation for Recognizing Agent-in-Place Actions
Authors:Ruichi Yu, Hongcheng Wang, Ang Li, Jingxiao Zheng, Vlad I. Morariu, Larry S. Davis pdf supp
Anomaly Detection in Video Sequence With Appearance-Motion Correspondence
Authors:Trong-Nguyen Nguyen, Jean Meunier pdf supp
Exploring Randomly Wired Neural Networks for Image Recognition
Authors:Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He pdf supp
Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation
Authors:Xin Chen, Lingxi Xie, Jun Wu, Qi Tian pdf
Multinomial Distribution Learning for Effective Neural Architecture Search
Authors:Xiawu Zheng, Rongrong Ji, Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian pdf
Searching for MobileNetV3
Authors:Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam pdf
Data-Free Quantization Through Weight Equalization and Bias Correction
Authors:Markus Nagel, Mart van Baalen, Tijmen Blankevoort, Max Welling pdf supp
A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays
Authors:Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas pdf supp
Knowledge Distillation via Route Constrained Optimization
Authors:Xiao Jin, Baoyun Peng, Yichao Wu, Yu Liu, Jiaheng Liu, Ding Liang, Junjie Yan, Xiaolin Hu pdf
Distillation-Based Training for Multi-Exit Architectures
Authors:Mary Phuong, Christoph H. Lampert pdf supp
Similarity-Preserving Knowledge Distillation
Authors:Frederick Tung, Greg Mori pdf supp
Many Task Learning With Task Routing
Authors:Gjorgji Strezoski, Nanne van Noord, Marcel Worring pdf
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels
Authors:Felix J.S. Bragman, Ryutaro Tanno, Sebastien Ourselin, Daniel C. Alexander, Jorge Cardoso pdf supp
Transferability and Hardness of Supervised Classification Tasks
Authors:Anh T. Tran, Cuong V. Nguyen, Tal Hassner pdf supp
Moment Matching for Multi-Source Domain Adaptation
Authors:Xingchao Peng, Qinxun Bai, Xide Xia, Zijun Huang, Kate Saenko, Bo Wang pdf supp
Unsupervised Domain Adaptation via Regularized Conditional Alignment
Authors:Safa Cicek, Stefano Soatto pdf supp
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
Authors:Ruijia Xu, Guanbin Li, Jihan Yang, Liang Lin pdf
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation
Authors:Jogendra Nath Kundu, Nishank Lakkakula, R. Venkatesh Babu pdf supp
Episodic Training for Domain Generalization
Authors:Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy M. Hospedales pdf supp
Domain Adaptation for Structured Output via Discriminative Patch Representations
Authors:Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter, Manmohan Chandraker pdf supp
Semi-Supervised Learning by Augmented Distribution Alignment
Authors:Qin Wang, Wen Li, Luc Van Gool pdf supp
S4L: Self-Supervised Semi-Supervised Learning
Authors:Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov, Lucas Beyer pdf supp
Privacy Preserving Image Queries for Camera Localization
Authors:Pablo Speciale, Johannes L. Schonberger, Sudipta N. Sinha, Marc Pollefeys pdf supp
Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty
Authors:Songyou Peng, Peter Sturm pdf supp
Gated2Depth: Real-Time Dense Lidar From Gated Images
Authors:Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Felix Heide pdf supp
X-Section: Cross-Section Prediction for Enhanced RGB-D Fusion
Authors:Andrea Nicastro, Ronald Clark, Stefan Leutenegger pdf supp
Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo
Authors:Stepan Tulyakov, Francois Fleuret, Martin Kiefel, Peter Gehler, Michael Hirsch pdf supp
Point-Based Multi-View Stereo Network
Authors:Rui Chen, Songfang Han, Jing Xu, Hao Su pdf supp
Discrete Laplace Operator Estimation for Dynamic 3D Reconstruction
Authors:Xiangyu Xu, Enrique Dunn pdf
Deep Non-Rigid Structure From Motion
Authors:Chen Kong, Simon Lucey pdf supp
Equivariant Multi-View Networks
Authors:Carlos Esteves, Yinshuang Xu, Christine Allen-Blanchette, Kostas Daniilidis pdf supp
Interpolated Convolutional Networks for 3D Point Cloud Understanding
Authors:Jiageng Mao, Xiaogang Wang, Hongsheng Li pdf
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data
Authors:Mikaela Angelina Uy, Quang-Hieu Pham, Binh-Son Hua, Thanh Nguyen, Sai-Kit Yeung pdf supp
PointCloud Saliency Maps
Authors:Tianhang Zheng, Changyou Chen, Junsong Yuan, Bo Li, Kui Ren pdf
ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics
Authors:Zhiyuan Zhang, Binh-Son Hua, Sai-Kit Yeung pdf supp
Unsupervised Deep Learning for Structured Shape Matching
Authors:Jean-Michel Roufosse, Abhishek Sharma, Maks Ovsjanikov pdf supp
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration
Authors:Nadav Dym, Shahar Ziv Kovalsky pdf supp
Consensus Maximization Tree Search Revisited
Authors:Zhipeng Cai, Tat-Jun Chin, Vladlen Koltun pdf
Quasi-Globally Optimal and Efficient Vanishing Point Estimation in Manhattan World
Authors:Haoang Li, Ji Zhao, Jean-Charles Bazin, Wen Chen, Zhe Liu, Yun-Hui Liu pdf
An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction
Authors:Yaqing Ding, Jian Yang, Jean Ponce, Hui Kong pdf supp
A Quaternion-Based Certifiably Optimal Solution to the Wahba Problem With Outliers
Authors:Heng Yang, Luca Carlone pdf supp
PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility
Authors:Timothy Duff, Kathlen Kohn, Anton Leykin, Tomas Pajdla pdf supp
Variational Few-Shot Learning
Authors:Jian Zhang, Chenglong Zhao, Bingbing Ni, Minghao Xu, Xiaokang Yang pdf
Generative Adversarial Minority Oversampling
Authors:Sankha Subhra Mullick, Shounak Datta, Swagatam Das pdf supp
Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection
Authors:Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel pdf
Topological Map Extraction From Overhead Images
Authors:Zuoyue Li, Jan Dirk Wegner, Aurelien Lucchi pdf supp
Exploiting Temporal Consistency for Real-Time Video Depth Estimation
Authors:Haokui Zhang, Chunhua Shen, Ying Li, Yuanzhouhan Cao, Yu Liu, Youliang Yan pdf
The Sound of Motions
Authors:Hang Zhao, Chuang Gan, Wei-Chiu Ma, Antonio Torralba pdf
SC-FEGAN: Face Editing Generative Adversarial Network With User's Sketch and Color
Authors:Youngjoo Jo, Jongyoul Park pdf
Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style
Authors:Hongwei Ge, Zehang Yan, Kai Zhang, Mingde Zhao, Liang Sun pdf
Order-Aware Generative Modeling Using the 3D-Craft Dataset
Authors:Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Haonan Yu, Jonathan Gray, Kavya Srinet, Haoqi Fan, Jerry Ma, Charles R. Qi, Shubham Tulsiani, Arthur Szlam, C. Lawrence Zitnick pdf supp
Crowd Counting With Deep Structured Scale Integration Network
Authors:Lingbo Liu, Zhilin Qiu, Guanbin Li, Shufan Liu, Wanli Ouyang, Liang Lin pdf
Bidirectional One-Shot Unsupervised Domain Mapping
Authors:Tomer Cohen, Lior Wolf pdf supp
Evolving Space-Time Neural Architectures for Videos
Authors:AJ Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo pdf supp
Universally Slimmable Networks and Improved Training Techniques
Authors:Jiahui Yu, Thomas S. Huang pdf supp
AutoDispNet: Improving Disparity Estimation With AutoML
Authors:Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox pdf supp
Deep Meta Functionals for Shape Representation
Authors:Gidi Littwin, Lior Wolf pdf
Differentiable Kernel Evolution
Authors:Yu Liu, Jihao Liu, Ailing Zeng, Xiaogang Wang pdf
Batch Weight for Domain Adaptation With Mass Shift
Authors:Mikolaj Binkowski, Devon Hjelm, Aaron Courville pdf supp
SRM: A Style-Based Recalibration Module for Convolutional Neural Networks
Authors:HyunJae Lee, Hyo-Eun Kim, Hyeonseob Nam pdf supp
Switchable Whitening for Deep Representation Learning
Authors:Xingang Pan, Xiaohang Zhan, Jianping Shi, Xiaoou Tang, Ping Luo pdf supp
Adaptative Inference Cost With Convolutional Neural Mixture Models
Authors:Adria Ruiz, Jakob Verbeek pdf supp
On Network Design Spaces for Visual Recognition
Authors:Ilija Radosavovic, Justin Johnson, Saining Xie, Wan-Yen Lo, Piotr Dollar pdf
Improved Techniques for Training Adaptive Deep Networks
Authors:Hao Li, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Gao Huang pdf
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?
Authors:Yunyang Xiong, Ronak Mehta, Vikas Singh pdf supp
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks
Authors:Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han pdf
A Comprehensive Overhaul of Feature Distillation
Authors:Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi pdf supp
Transferable Semi-Supervised 3D Object Detection From RGB-D Data
Authors:Yew Siang Tang, Gim Hee Lee pdf supp
DPOD: 6D Pose Object Detector and Refiner
Authors:Sergey Zakharov, Ivan Shugurov, Slobodan Ilic pdf supp
STD: Sparse-to-Dense 3D Object Detector for Point Cloud
Authors:Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia pdf
DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense
Authors:Hang Zhou, Kejiang Chen, Weiming Zhang, Han Fang, Wenbo Zhou, Nenghai Yu pdf
Learning Rich Features at High-Speed for Single-Shot Object Detection
Authors:Tiancai Wang, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao pdf
Detecting Unseen Visual Relations Using Analogies
Authors:Julia Peyre, Ivan Laptev, Cordelia Schmid, Josef Sivic pdf
Disentangling Monocular 3D Object Detection
Authors:Andrea Simonelli, Samuel Rota Bulo, Lorenzo Porzi, Manuel Lopez-Antequera, Peter Kontschieder pdf
STM: SpatioTemporal and Motion Encoding for Action Recognition
Authors:Boyuan Jiang, MengMeng Wang, Weihao Gan, Wei Wu, Junjie Yan pdf
Dynamic Context Correspondence Network for Semantic Alignment
Authors:Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He pdf supp
Fooling Network Interpretation in Image Classification
Authors:Akshayvarun Subramanya, Vipin Pillai, Hamed Pirsiavash pdf supp
Unconstrained Foreground Object Search
Authors:Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari pdf supp
Embodied Amodal Recognition: Learning to Move to Perceive Objects
Authors:Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra pdf
SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition
Authors:Kaiyu Yang, Olga Russakovsky, Jia Deng pdf supp
TensorMask: A Foundation for Dense Object Segmentation
Authors:Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollar pdf supp
Integral Object Mining via Online Attention Accumulation
Authors:Peng-Tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei, Hong-Kai Xiong pdf
Accelerated Gravitational Point Set Alignment With Altered Physical Laws
Authors:Vladislav Golyanik, Christian Theobalt, Didier Stricker pdf supp
Domain Adaptation for Semantic Segmentation With Maximum Squares Loss
Authors:Minghao Chen, Hongyang Xue, Deng Cai pdf supp
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data
Authors:Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong pdf supp
Semi-Supervised Skin Detection by Network With Mutual Guidance
Authors:Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang pdf
ACE: Adapting to Changing Environments for Semantic Segmentation
Authors:Zuxuan Wu, Xin Wang, Joseph E. Gonzalez, Tom Goldstein, Larry S. Davis pdf supp
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
Authors:Dmitrii Marin, Zijian He, Peter Vajda, Priyam Chatterjee, Sam Tsai, Fei Yang, Yuri Boykov pdf
Recurrent U-Net for Resource-Constrained Segmentation
Authors:Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann pdf supp
Detecting the Unexpected via Image Resynthesis
Authors:Krzysztof Lis, Krishna Nakka, Pascal Fua, Mathieu Salzmann pdf supp
Self-Supervised Monocular Depth Hints
Authors:Jamie Watson, Michael Firman, Gabriel J. Brostow, Daniyar Turmukhambetov pdf
3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers
Authors:Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes pdf supp
How Do Neural Networks See Depth in Single Images?
Authors:Tom van Dijk, Guido de Croon pdf
On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos
Authors:Zhi Li, Xuan Wang, Fei Wang, Peilin Jiang pdf
Canonical Surface Mapping via Geometric Cycle Consistency
Authors:Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani pdf supp
3D-RelNet: Joint Object and Relational Network for 3D Prediction
Authors:Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta pdf supp
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild
Authors:Alexander Grabner, Peter M. Roth, Vincent Lepetit pdf supp
Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images
Authors:Valentin Gabeur, Jean-Sebastien Franco, Xavier Martin, Cordelia Schmid, Gregory Rogez pdf
3DPeople: Modeling the Geometry of Dressed Humans
Authors:Albert Pumarola, Jordi Sanchez-Riera, Gary P. T. Choi, Alberto Sanfeliu, Francesc Moreno-Noguer pdf
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop
Authors:Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis pdf supp
Optimizing Network Structure for 3D Human Pose Estimation
Authors:Hai Ci, Chunyu Wang, Xiaoxuan Ma, Yizhou Wang pdf
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
Authors:Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Magnenat Thalmann pdf supp
Resolving 3D Human Pose Ambiguities With 3D Scene Constraints
Authors:Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. Black pdf supp
Tex2Shape: Detailed Full Human Body Geometry From a Single Image
Authors:Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor pdf supp
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
Authors:Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, Hao Li pdf supp
DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction
Authors:Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao pdf supp
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking
Authors:Saurabh Sharma, Pavan Teja Varigonda, Prashast Bindal, Abhishek Sharma, Arjun Jain pdf supp
Aligning Latent Spaces for 3D Hand Pose Estimation
Authors:Linlin Yang, Shile Li, Dongheui Lee, Angela Yao pdf supp
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation
Authors:Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu pdf supp
End-to-End Hand Mesh Recovery From a Monocular RGB Image
Authors:Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, Wen Zheng pdf supp
Robust Multi-Modality Multi-Object Tracking
Authors:Wenwei Zhang, Hui Zhou, Shuyang Sun, Zhe Wang, Jianping Shi, Chen Change Loy pdf
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs
Authors:Boris Ivanovic, Marco Pavone pdf
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-Term Tracking
Authors:Bin Yan, Haojie Zhao, Dong Wang, Huchuan Lu, Xiaoyun Yang pdf
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection
Authors:Kyle Min, Jason J. Corso pdf supp
Attacking Optical Flow
Authors:Anurag Ranjan, Joel Janai, Andreas Geiger, Michael J. Black pdf supp
Pro-Cam SSfM: Projector-Camera System for Structure and Spectral Reflectance From Motion
Authors:Chunyu Li, Yusuke Monno, Hironori Hidaka, Masatoshi Okutomi pdf supp
Mop Moire Patterns Using MopNet
Authors:Bin He, Ce Wang, Boxin Shi, Ling-Yu Duan pdf supp
Kernel Modeling Super-Resolution on Real Low-Resolution Images
Authors:Ruofan Zhou, Sabine Susstrunk pdf supp
Learning to Jointly Generate and Separate Reflections
Authors:Daiqian Ma, Renjie Wan, Boxin Shi, Alex C. Kot, Ling-Yu Duan pdf supp
Deep Multi-Model Fusion for Single-Image Dehazing
Authors:Zijun Deng, Lei Zhu, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin, Pheng-Ann Heng pdf
Deep Learning for Seeing Through Window With Raindrops
Authors:Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji pdf supp
Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data
Authors:Xiaowei Hu, Yitong Jiang, Chi-Wing Fu, Pheng-Ann Heng pdf
Spatio-Temporal Filter Adaptive Network for Video Deblurring
Authors:Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy Ren pdf supp
Learning Deep Priors for Image Dehazing
Authors:Yang Liu, Jinshan Pan, Jimmy Ren, Zhixun Su pdf
JPEG Artifacts Reduction via Deep Convolutional Sparse Coding
Authors:Xueyang Fu, Zheng-Jun Zha, Feng Wu, Xinghao Ding, John Paisley pdf
Self-Guided Network for Fast Image Denoising
Authors:Shuhang Gu, Yawei Li, Luc Van Gool, Radu Timofte pdf
Non-Local Intrinsic Decomposition With Near-Infrared Priors
Authors:Ziang Cheng, Yinqiang Zheng, Shaodi You, Imari Sato pdf
VideoMem: Constructing, Analyzing, Predicting Short-Term and Long-Term Video Memorability
Authors:Romain Cohendet, Claire-Helene Demarty, Ngoc Q. K. Duong, Martin Engilberge pdf supp
Rescan: Inductive Instance Segmentation for Indoor RGBD Scans
Authors:Maciej Halber, Yifei Shi, Kai Xu, Thomas Funkhouser pdf
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans
Authors:Armen Avetisyan, Angela Dai, Matthias Niessner pdf supp
Making History Matter: History-Advantage Sequence Training for Visual Dialog
Authors:Tianhao Yang, Zheng-Jun Zha, Hanwang Zhang pdf supp
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization
Authors:Liu Liu, Hongdong Li, Yuchao Dai pdf supp
Scene Graph Prediction With Limited Labels
Authors:Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei pdf supp
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded
Authors:Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry Heck, Dhruv Batra, Devi Parikh pdf
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment
Authors:Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, Ajay Divakaran pdf
Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding
Authors:Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang pdf
Hierarchy Parsing for Image Captioning
Authors:Ting Yao, Yingwei Pan, Yehao Li, Tao Mei pdf
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
Authors:Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic pdf supp
Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network
Authors:Bairui Wang, Lin Ma, Wei Zhang, Wenhao Jiang, Jingwen Wang, Wei Liu pdf
Multi-View Stereo by Temporal Nonparametric Fusion
Authors:Yuxin Hou, Juho Kannala, Arno Solin pdf supp
Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path
Authors:Jiacheng Chen, Chen Liu, Jiaye Wu, Yasutaka Furukawa pdf supp
Polarimetric Relative Pose Estimation
Authors:Zhaopeng Cui, Viktor Larsson, Marc Pollefeys pdf supp
Closed-Form Optimal Two-View Triangulation Based on Angular Errors
Authors:Seong Hun Lee, Javier Civera pdf supp
Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images
Authors:Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang pdf
Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis
Authors:Patrick Esser, Johannes Haux, Bjorn Ommer pdf supp
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution
Authors:Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran pdf supp
An Internal Learning Approach to Video Inpainting
Authors:Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse, Hailin Jin pdf supp
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
Authors:Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir G. Kim, Ravi Ramamoorthi pdf
Adversarial Defense via Learning to Generate Diverse Attacks
Authors:Yunseok Jang, Tianchen Zhao, Seunghoon Hong, Honglak Lee pdf supp
Image Generation From Small Datasets via Batch Statistics Adaptation
Authors:Atsuhiro Noguchi, Tatsuya Harada pdf supp
Lifelong GAN: Continual Learning for Conditional Image Generation
Authors:Mengyao Zhai, Lei Chen, Frederick Tung, Jiawei He, Megha Nawhal, Greg Mori pdf
Bayesian Relational Memory for Semantic Visual Navigation
Authors:Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari, Yuandong Tian pdf supp
Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Scene Flow Estimation of Dynamic Traffic Scenes
Authors:Fabian Brickwedde, Steffen Abraham, Rudolf Mester pdf supp
Prior Guided Dropout for Robust Visual Localization in Dynamic Environments
Authors:Zhaoyang Huang, Yan Xu, Jianping Shi, Xiaowei Zhou, Hujun Bao, Guofeng Zhang pdf supp
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
Authors:Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiss, Michael Voit, Rainer Stiefelhagen pdf supp
Depth Completion From Sparse LiDAR Data With Depth-Normal Constraints
Authors:Yan Xu, Xinge Zhu, Jianping Shi, Guofeng Zhang, Hujun Bao, Hongsheng Li pdf supp
PRECOG: PREdiction Conditioned on Goals in Visual Multi-Agent Settings
Authors:Nicholas Rhinehart, Rowan McAllister, Kris Kitani, Sergey Levine pdf supp
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis
Authors:Zhe Liu, Shunbo Zhou, Chuanzhe Suo, Peng Yin, Wen Chen, Hesheng Wang, Haoang Li, Yun-Hui Liu pdf supp
Local Supports Global: Deep Camera Relocalization With Sequence Enhancement
Authors:Fei Xue, Xin Wang, Zike Yan, Qiuyuan Wang, Junqiu Wang, Hongbin Zha pdf supp
Sequential Adversarial Learning for Self-Supervised Deep Visual Odometry
Authors:Shunkai Li, Fei Xue, Xin Wang, Zike Yan, Hongbin Zha pdf
TextPlace: Visual Place Recognition and Topological Localization Through Reading Scene Texts
Authors:Ziyang Hong, Yvan Petillot, David Lane, Yishu Miao, Sen Wang pdf
CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization
Authors:Mingyu Ding, Zhe Wang, Jiankai Sun, Jianping Shi, Ping Luo pdf supp
Situational Fusion of Visual Representation for Visual Navigation
Authors:William B. Shen, Danfei Xu, Yuke Zhu, Leonidas J. Guibas, Li Fei-Fei, Silvio Savarese pdf
Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking
Authors:Ziyuan Huang, Changhong Fu, Yiming Li, Fuling Lin, Peng Lu pdf supp
6-DOF GraspNet: Variational Grasp Generation for Object Manipulation
Authors:Arsalan Mousavian, Clemens Eppner, Dieter Fox pdf
DAGMapper: Learning to Map by Discovering Lane Topology
Authors:Namdar Homayounfar, Wei-Chiu Ma, Justin Liang, Xinyu Wu, Jack Fan, Raquel Urtasun pdf
3D-LaneNet: End-to-End 3D Multiple Lane Detection
Authors:Noa Garnett, Rafi Cohen, Tomer Pe'er, Roee Lahav, Dan Levi pdf supp
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
Authors:Janis Postels, Francesco Ferroni, Huseyin Coskun, Nassir Navab, Federico Tombari pdf supp
Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation
Authors:Hong Liu, Rongrong Ji, Jie Li, Baochang Zhang, Yue Gao, Yongjian Wu, Feiyue Huang pdf supp
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
Authors:Ruth Fong, Mandela Patrick, Andrea Vedaldi pdf supp
Unsupervised Pre-Training of Image Features on Non-Curated Data
Authors:Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin pdf supp
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin
Authors:Linguang Zhang, Szymon Rusinkiewicz pdf supp
Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement
Authors:Minyoung Kim, Yuting Wang, Pritish Sahu, Vladimir Pavlovic pdf supp
Linearized Multi-Sampling for Differentiable Image Transformation
Authors:Wei Jiang, Weiwei Sun, Andrea Tagliasacchi, Eduard Trulls, Kwang Moo Yi pdf supp
AdaTransform: Adaptive Data Transformation
Authors:Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas pdf
CARAFE: Content-Aware ReAssembly of FEatures
Authors:Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin pdf supp
AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching
Authors:Dou Quan, Xuefeng Liang, Shuang Wang, Shaowei Wei, Yanfeng Li, Ning Huyan, Licheng Jiao pdf
Deep Joint-Semantics Reconstructing Hashing for Large-Scale Unsupervised Cross-Modal Retrieval
Authors:Shupeng Su, Zhisheng Zhong, Chao Zhang pdf
Unsupervised Neural Quantization for Compressed-Domain Similarity Search
Authors:Stanislav Morozov, Artem Babenko pdf
Siamese Networks: The Tale of Two Manifolds
Authors:Soumava Kumar Roy, Mehrtash Harandi, Richard Nock, Richard Hartley pdf supp
Learning Combinatorial Embedding Networks for Deep Graph Matching
Authors:Runzhong Wang, Junchi Yan, Xiaokang Yang pdf supp
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid
Authors:Zhanghui Kuang, Yiming Gao, Guanbin Li, Ping Luo, Yimin Chen, Liang Lin, Wayne Zhang pdf
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution
Authors:Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti pdf
Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model
Authors:Jianrui Cai, Hui Zeng, Hongwei Yong, Zisheng Cao, Lei Zhang pdf supp
RankSRGAN: Generative Adversarial Networks With Ranker for Image Super-Resolution
Authors:Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao pdf supp
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations
Authors:Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma pdf supp
Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications
Authors:Soo Ye Kim, Jihyong Oh, Munchurl Kim pdf supp
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior
Authors:Tatsuya Yokota, Kazuya Kawai, Muneyuki Sakata, Yuichi Kimura, Hidekata Hontani pdf supp
DSIC: Deep Stereo Image Compression
Authors:Jerry Liu, Shenlong Wang, Raquel Urtasun pdf supp
Variable Rate Deep Image Compression With a Conditional Autoencoder
Authors:Yoojin Choi, Mostafa El-Khamy, Jungwon Lee pdf supp
Real Image Denoising With Feature Attention
Authors:Saeed Anwar, Nick Barnes pdf supp
Noise Flow: Noise Modeling With Conditional Normalizing Flows
Authors:Abdelrahman Abdelhamed, Marcus A. Brubaker, Michael S. Brown pdf supp
Bottleneck Potentials in Markov Random Fields
Authors:Ahmed Abbas, Paul Swoboda pdf supp
Seeing Motion in the Dark
Authors:Chen Chen, Qifeng Chen, Minh N. Do, Vladlen Koltun pdf
SENSE: A Shared Encoder Network for Scene-Flow Estimation
Authors:Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik Learned-Miller, Jan Kautz pdf supp
Adversarial Feedback Loop
Authors:Firas Shama, Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor pdf supp
Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis Tasks
Authors:Alon Shoshan, Roey Mechrez, Lihi Zelnik-Manor pdf supp
AutoGAN: Neural Architecture Search for Generative Adversarial Networks
Authors:Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang pdf
Co-Evolutionary Compression for Unpaired Image Translation
Authors:Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu pdf supp
Self-Supervised Representation Learning From Multi-Domain Data
Authors:Zeyu Feng, Chang Xu, Dacheng Tao pdf
Controlling Neural Networks via Energy Dissipation
Authors:Michael Moeller, Thomas Mollenhoff, Daniel Cremers pdf
Indices Matter: Learning to Index for Deep Image Matting
Authors:Hao Lu, Yutong Dai, Chunhua Shen, Songcen Xu pdf supp
LAP-Net: Level-Aware Progressive Network for Image Dehazing
Authors:Yunan Li, Qiguang Miao, Wanli Ouyang, Zhenxin Ma, Huijuan Fang, Chao Dong, Yining Quan pdf supp
Attention Augmented Convolutional Networks
Authors:Irwan Bello, Barret Zoph, Ashish Vaswani, Jonathon Shlens, Quoc V. Le pdf supp
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Authors:Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Kwang-Ting Cheng, Jian Sun pdf
Accelerate CNN via Recursive Bayesian Pruning
Authors:Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian pdf
HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions
Authors:Duo Li, Aojun Zhou, Anbang Yao pdf
O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks
Authors:Jinchi Huang, Lie Qu, Rongfei Jia, Binqiang Zhao pdf
Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation
Authors:Dongmin Park, Seokil Hong, Bohyung Han, Kyoung Mu Lee pdf
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation
Authors:Weifeng Ge, Sheng Guo, Weilin Huang, Matthew R. Scott pdf
LIP: Local Importance-Based Pooling
Authors:Ziteng Gao, Limin Wang, Gangshan Wu pdf
Global Feature Guided Local Pooling
Authors:Takumi Kobayashi pdf supp
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation
Authors:Jinghua Wang, Jianmin Jiang pdf
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks
Authors:Aamir Mustafa, Salman Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao pdf
Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features
Authors:Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho pdf
Information Entropy Based Feature Pooling for Convolutional Neural Networks
Authors:Weitao Wan, Jiansheng Chen, Tianpeng Li, Yiqing Huang, Jingqi Tian, Cheng Yu, Youze Xue pdf
Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams
Authors:Yuning Chai pdf supp
AttentionRNN: A Structured Spatial Attention Mechanism
Authors:Siddhesh Khandelwal, Leonid Sigal pdf supp
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution
Authors:Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng pdf supp
Domain Intersection and Domain Difference
Authors:Sagie Benaim, Michael Khaitov, Tomer Galanti, Lior Wolf pdf supp
Learned Video Compression
Authors:Oren Rippel, Sanjay Nair, Carissa Lew, Steve Branson, Alexander G. Anderson, Lubomir Bourdev pdf supp
Local Relation Networks for Image Recognition
Authors:Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin pdf supp
DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing
Authors:Eloi Mehr, Ariane Jourdan, Nicolas Thome, Matthieu Cord, Vincent Guitteny pdf supp
Deep Residual Learning in the JPEG Transform Domain
Authors:Max Ehrlich, Larry S. Davis pdf supp
Approximated Bilinear Modules for Temporal Modeling
Authors:Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao pdf
Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation
Authors:Chengchao Shen, Mengqi Xue, Xinchao Wang, Jie Song, Li Sun, Mingli Song pdf supp
Data-Free Learning of Student Networks
Authors:Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian pdf
Deep Closest Point: Learning Representations for Point Cloud Registration
Authors:Yue Wang, Justin M. Solomon pdf supp
Orientation-Aware Semantic Segmentation on Icosahedron Spheres
Authors:Chao Zhang, Stephan Liwicki, William Smith, Roberto Cipolla pdf supp
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks
Authors:Zhaoyang Zhang, Jingyu Li, Wenqi Shao, Zhanglin Peng, Ruimao Zhang, Xiaogang Wang, Ping Luo pdf supp
HarDNet: A Low Memory Traffic Network
Authors:Ping Chao, Chao-Yang Kao, Yu-Shan Ruan, Chien-Hsiang Huang, Youn-Long Lin pdf
Dynamic Multi-Scale Filters for Semantic Segmentation
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