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CVPR 2018 Papers with Code/Data

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We identified 48 CVPR 2018 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 FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation Yaoqing Yang, Chen Feng, Yiru Shen, Dong Tian link
2 Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction Huangying Zhan, Ravi Garg, Chamara Saroj Weerasekera, Kejie Li, Harsh Agarwal, Ian Reid link
3 Style Aggregated Network for Facial Landmark Detection Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang link
4 Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset, Luc Van Gool link
5 Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning Kwan-Yee Lin, Guanxiang Wang link
6 A Two-Step Disentanglement Method Naama Hadad, Lior Wolf, Moni Shahar link
7 Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization Peihua Li, Jiangtao Xie, Qilong Wang, Zilin Gao link
8 Multi-Scale Location-Aware Kernel Representation for Object Detection Hao Wang, Qilong Wang, Mingqi Gao, Peihua Li, Wangmeng Zuo link
9 Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun, Zhanghui Kuang, Lu Sheng, Wanli Ouyang, Wei Zhang link
10 MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, Jan Kautz link
11 Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser Fangzhou Liao, Ming Liang, Yinpeng Dong, Tianyu Pang, Xiaolin Hu, Jun Zhu link
12 Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai, Qiang Zhou link
13 Geometry-Aware Learning of Maps for Camera Localization Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz link
14 Learning for Disparity Estimation Through Feature Constancy Zhengfa Liang, Yiliu Feng, Yulan Guo, Hengzhu Liu, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang link
15 Densely Connected Pyramid Dehazing Network He Zhang, Vishal M. Patel link
16 An Analysis of Scale Invariance in Object Detection ­ SNIP Bharat Singh, Larry S. Davis link
17 Textbook Question Answering Under Instructor Guidance With Memory Networks Juzheng Li, Hang Su, Jun Zhu, Siyu Wang, Bo Zhang link
18 Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada link
19 IQA: Visual Question Answering in Interactive Environments Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi link
20 Grounding Referring Expressions in Images by Variational Context Hanwang Zhang, Yulei Niu, Shih-Fu Chang link
21 Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li link
22 SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks Julian Faraone, Nicholas Fraser, Michaela Blott, Philip H.W. Leong link
23 Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling Yiru Shen, Chen Feng, Yaoqing Yang, Dong Tian link
24 An End-to-End TextSpotter With Explicit Alignment and Attention Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, Changming Sun link
25 V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee link
26 PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov, Leonid Pishchulin, Anton Milan, Juergen Gall, Bernt Schiele link
27 Crowd Counting With Deep Negative Correlation Learning Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng link
28 Pyramid Stereo Matching Network Jia-Ren Chang, Yong-Sheng Chen link
29 Generative Image Inpainting With Contextual Attention Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang link
30 In-Place Activated BatchNorm for Memory-Optimized Training of DNNs Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder link
31 Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks Alexander Sage, Eirikur Agustsson, Radu Timofte, Luc Van Gool link
32 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning Jongchan Park, Joon-Young Lee, Donggeun Yoo, In So Kweon link
33 Cascade R-CNN: Delving Into High Quality Object Detection Zhaowei Cai, Nuno Vasconcelos link
34 Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh link
35 Multi-Frame Quality Enhancement for Compressed Video Ren Yang, Mai Xu, Zulin Wang, Tianyi Li link
36 CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition Anil S. Baslamisli, Hoang-An Le, Theo Gevers link
37 Squeeze-and-Excitation Networks Jie Hu, Li Shen, Gang Sun link
38 Neural Baby Talk Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh link
39 DensePose: Dense Human Pose Estimation in the Wild Rıza Alp Güler, Natalia Neverova, Iasonas Kokkinos link
40 Emotional Attention: A Study of Image Sentiment and Visual Attention Shaojing Fan, Zhiqi Shen, Ming Jiang, Bryan L. Koenig, Juan Xu, Mohan S. Kankanhalli, Qi Zhao link
41 Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present Xinpeng Chen, Lin Ma, Wenhao Jiang, Jian Yao, Wei Liu link
42 DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn, Volodymyr Budzan, Mykola Mykhailych, Dmytro Mishkin, Jiří Matas link
43 Interpretable Convolutional Neural Networks Quanshi Zhang, Ying Nian Wu, Song-Chun Zhu link
44 Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos link
45 LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation Tak-Wai Hui, Xiaoou Tang, Chen Change Loy link
46 An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca link
47 Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian V. Dalca, John Guttag, Mert R. Sabuncu link
48 Improvements to Context Based Self-Supervised Learning T. Nathan Mundhenk, Daniel Ho, Barry Y. Chen link