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CVPR 2019 Papers with Code/Data

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We identified 116 CVPR 2019 papers that have code or data published. We list all of them in the following table. Since the extraction step is done by machines, we may miss some papers. Let us know if more papers can be added to this table.

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Title Authors Code
1 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization Siyuan Qiao, Zhe Lin, Jianming Zhang, Alan L. Yuille link
2 Real-Time Self-Adaptive Deep Stereo Alessio Tonioni, Fabio Tosi, Matteo Poggi, Stefano Mattoccia, Luigi Di Stefano link
3 What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment Paritosh Parmar, Brendan Tran Morris link
4 SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao, Tianjian Meng, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, Ping Luo link
5 Divide and Conquer the Embedding Space for Metric Learning Artsiom Sanakoyeu, Vadim Tschernezki, Uta Buchler, Bjorn Ommer link
6 Feature Denoising for Improving Adversarial Robustness Cihang Xie, Yuxin Wu, Laurens van der Maaten, Alan L. Yuille, Kaiming He link
7 Selective Kernel Networks Xiang Li, Wenhai Wang, Xiaolin Hu, Jian Yang link
8 Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang link
9 PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud Shaoshuai Shi, Xiaogang Wang, Hongsheng Li link
10 DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios Guorun Yang, Xiao Song, Chaoqin Huang, Zhidong Deng, Jianping Shi, Bolei Zhou link
11 A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li link
12 VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People Danna Gurari, Qing Li, Chi Lin, Yinan Zhao, Anhong Guo, Abigale Stangl, Jeffrey P. Bigham link
13 Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao link
14 Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry Muhammed Kocabas, Salih Karagoz, Emre Akbas link
15 Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers Zhen He, Jian Li, Daxue Liu, Hangen He, David Barber link
16 Spatiotemporal CNN for Video Object Segmentation Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang link
17 Toward Convolutional Blind Denoising of Real Photographs Shi Guo, Zifei Yan, Kai Zhang, Wangmeng Zuo, Lei Zhang link
18 Adaptively Connected Neural Networks Guangrun Wang, Keze Wang, Liang Lin link
19 Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos link
20 End-To-End Multi-Task Learning With Attention Shikun Liu, Edward Johns, Andrew J. Davison link
21 Elastic Boundary Projection for 3D Medical Image Segmentation Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille link
22 Unsupervised Person Re-Identification by Soft Multilabel Learning Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai link
23 ELASTIC: Improving CNNs With Dynamic Scaling Policies Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi, Alan L. Yuille, Mohammad Rastegari link
24 ScratchDet: Training Single-Shot Object Detectors From Scratch Rui Zhu, Shifeng Zhang, Xiaobo Wang, Longyin Wen, Hailin Shi, Liefeng Bo, Tao Mei link
25 Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan link
26 DLOW: Domain Flow for Adaptation and Generalization Rui Gong, Wen Li, Yuhua Chen, Luc Van Gool link
27 Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu link
28 DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features Chang Tang, Xinzhong Zhu, Xinwang Liu, Lizhe Wang, Albert Zomaya link
29 Improving Transferability of Adversarial Examples With Input Diversity Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan L. Yuille link
30 Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen, Weihong Deng link
31 MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, Quoc V. Le link
32 Learning Metrics From Teachers: Compact Networks for Image Embedding Lu Yu, Vacit Oguz Yazici, Xialei Liu, Joost van de Weijer, Yongmei Cheng, Arnau Ramisa link
33 Region Proposal by Guided Anchoring Jiaqi Wang, Kai Chen, Shuo Yang, Chen Change Loy, Dahua Lin link
34 SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation – A Synthetic Dataset and Baselines Yuan-Ting Hu, Hong-Shuo Chen, Kexin Hui, Jia-Bin Huang, Alexander G. Schwing link
35 NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille link
36 Transferable Interactiveness Knowledge for Human-Object Interaction Detection Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Hao-Shu Fang, Yanfeng Wang, Cewu Lu link
37 Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng link
38 Dense Intrinsic Appearance Flow for Human Pose Transfer Yining Li, Chen Huang, Chen Change Loy link
39 Depth-Aware Video Frame Interpolation Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang link
40 Feedback Network for Image Super-Resolution Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu link
41 A Simple Pooling-Based Design for Real-Time Salient Object Detection Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Jiashi Feng, Jianmin Jiang link
42 Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng link
43 Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang, Jianbo Jiao, Linchao Bao, Shengfeng He, Yunhui Liu, Wei Liu link
44 Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, Jiaya Jia link
45 Sphere Generative Adversarial Network Based on Geometric Moment Matching Sung Woo Park, Junseok Kwon link
46 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang link
47 Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation Hao Zhu, Xinxin Zuo, Sen Wang, Xun Cao, Ruigang Yang link
48 PVNet: Pixel-Wise Voting Network for 6DoF Pose Estimation Sida Peng, Yuan Liu, Qixing Huang, Xiaowei Zhou, Hujun Bao link
49 ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg link
50 Distilling Object Detectors With Fine-Grained Feature Imitation Tao Wang, Li Yuan, Xiaopeng Zhang, Jiashi Feng link
51 Hybrid Task Cascade for Instance Segmentation Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin link
52 Destruction and Construction Learning for Fine-Grained Image Recognition Yue Chen, Yalong Bai, Wei Zhang, Tao Mei link
53 High-Level Semantic Feature Detection: A New Perspective for Pedestrian Detection Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu link
54 DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images Yuying Ge, Ruimao Zhang, Xiaogang Wang, Xiaoou Tang, Ping Luo link
55 LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta, Piotr Dollar, Ross Girshick link
56 Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan link
57 The Perfect Match: 3D Point Cloud Matching With Smoothed Densities Zan Gojcic, Caifa Zhou, Jan D. Wegner, Andreas Wieser link
58 Learning 3D Human Dynamics From Video Angjoo Kanazawa, Jason Y. Zhang, Panna Felsen, Jitendra Malik link
59 Lending Orientation to Neural Networks for Cross-View Geo-Localization Liu Liu, Hongdong Li link
60 Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang link
61 Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara link
62 Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen, Hao Zhang link
63 S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang, Shi-Min Hu link
64 Mask Scoring R-CNN Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang link
65 FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee link
66 Aggregation Cross-Entropy for Sequence Recognition Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu, Lianwen Jin, Yuliang Liu, Lele Xie link
67 Recursive Visual Attention in Visual Dialog Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen link
68 Two Body Problem: Collaborative Visual Task Completion Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander G. Schwing, Aniruddha Kembhavi link
69 Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi link
70 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li, Lu Yuan, Nuno Vasconcelos link
71 Strong-Weak Distribution Alignment for Adaptive Object Detection Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko link
72 Deeply-Supervised Knowledge Synergy Dawei Sun, Anbang Yao, Aojun Zhou, Hao Zhao link
73 PPGNet: Learning Point-Pair Graph for Line Segment Detection Ziheng Zhang, Zhengxin Li, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao link
74 PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan, Simon Lucey link
75 Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning Wenbin Li, Lei Wang, Jinglin Xu, Jing Huo, Yang Gao, Jiebo Luo link
76 Towards Universal Object Detection by Domain Attention Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos link
77 BASNet: Boundary-Aware Salient Object Detection Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, Masood Dehghan, Martin Jagersand link
78 3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training Dario Pavllo, Christoph Feichtenhofer, David Grangier, Michael Auli link
79 Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black link
80 PoseFix: Model-Agnostic General Human Pose Refinement Network Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee link
81 MOTS: Multi-Object Tracking and Segmentation Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe link
82 TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy link
83 Learning From Synthetic Data for Crowd Counting in the Wild Qi Wang, Junyu Gao, Wei Lin, Yuan Yuan link
84 Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara link
85 DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds Li Ding, Chen Feng link
86 ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays link
87 IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition Xiaoping Wu, Chi Zhan, Yu-Kun Lai, Ming-Ming Cheng, Jufeng Yang link
88 CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwang link
89 UPSNet: A Unified Panoptic Segmentation Network Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai, Ersin Yumer, Raquel Urtasun link
90 DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang link
91 Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov, Hao Chen, Chunhua Shen, Ian Reid link
92 ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta, Mohammad Rastegari, Linda Shapiro, Hannaneh Hajishirzi link
93 Explore-Exploit Graph Traversal for Image Retrieval Cheng Chang, Guangwei Yu, Chundi Liu, Maksims Volkovs link
94 FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen link
95 REPAIR: Removing Representation Bias by Dataset Resampling Yi Li, Nuno Vasconcelos link
96 Tightness-Aware Evaluation Protocol for Scene Text Detection Yuliang Liu, Lianwen Jin, Zecheng Xie, Canjie Luo, Shuaitao Zhang, Lele Xie link
97 Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres Shuai Liao, Efstratios Gavves, Cees G. M. Snoek link
98 Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge Fabio Tosi, Filippo Aleotti, Matteo Poggi, Stefano Mattoccia link
99 SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng, Yongxi Lu, Aman Raj, Samuel Sunarjo, Rui Guo, Tara Javidi, Gaurav Bansal, Dinesh Bharadia link
100 Capture, Learning, and Synthesis of 3D Speaking Styles Daniel Cudeiro, Timo Bolkart, Cassidy Laidlaw, Anurag Ranjan, Michael J. Black link
101 Viewport Proposal CNN for 360deg Video Quality Assessment Chen Li, Mai Xu, Lai Jiang, Shanyi Zhang, Xiaoming Tao link
102 Privacy Protection in Street-View Panoramas Using Depth and Multi-View Imagery Ries Uittenbogaard, Clint Sebastian, Julien Vijverberg, Bas Boom, Dariu M. Gavrila, Peter H.N. de With link
103 Grounding Human-To-Vehicle Advice for Self-Driving Vehicles Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen, Ashish Tawari, John Canny link
104 Auto-Encoding Scene Graphs for Image Captioning Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai link
105 FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Yanghan Wang, Fei Sun, Yiming Wu, Yuandong Tian, Peter Vajda, Yangqing Jia, Kurt Keutzer link
106 Expressive Body Capture: 3D Hands, Face, and Body From a Single Image Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black link
107 DVC: An End-To-End Deep Video Compression Framework Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, Zhiyong Gao link
108 Data-Driven Neuron Allocation for Scale Aggregation Networks Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang link
109 Noise-Tolerant Paradigm for Training Face Recognition CNNs Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li link
110 AdaptiveFace: Adaptive Margin and Sampling for Face Recognition Hao Liu, Xiangyu Zhu, Zhen Lei, Stan Z. Li link
111 A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan, Ankur Mali, Dan Kifer, Lee Giles, Alexander G. Ororbia link
112 Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention Khanh Nguyen, Debadeepta Dey, Chris Brockett, Bill Dolan link
113 Locating Objects Without Bounding Boxes Javier Ribera, David G ̈uera, Yuhao Chen, Edward J. Delp link
114 CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth Jose M. Facil, Benjamin Ummenhofer, Huizhong Zhou, Luis Montesano, Thomas Brox, Javier Civera link
115 Meta-Learning With Differentiable Convex Optimization Kwonjoon Lee, Subhransu Maji, Avinash Ravichandran, Stefano Soatto link
116 Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval Yale Song, Mohammad Soleymani link