CVPR2019| 04-16更新48篇论文及代码（9篇oral、含行人检测、图像生成、步态识别等）

2019 年 4 月 16 日 极市平台

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前段时间，计算机视觉顶会CVPR 2019 公布了接收结果，极市也对此做了相关报道：1300篇！CVPR2019接收结果公布，你中了吗？。目前官方只公布了接收论文ID列表，极市已汇总目前公开的所有论文链接及code（目前已更新443篇），今日更新论文如下：

CVPR2019 全部论文汇总：

https://github.com/extreme-assistant/cvpr2019

CVPR2019 论文解读

http://bbs.cvmart.net/topics/287/cvpr2019

1.Camera Lens Super-Resolution
作者：

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu
论文链接：

http://staff.ustc.edu.cn/~zwxiong/cameraSR.pdf
源码链接：https://github.com/ngchc/CameraSR

2.GolfDB: A Video Database for Golf Swing Sequencing
作者：

William McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong
论文链接：https://arxiv.org/abs/1903.06528v1

3.R2GAN: Cross-modal Recipe Retrieval with Generative Adversarial Network
作者：

Bin Zhu, Chong-Wah Ngo, Jingjing Chen, and Yanbin Hao
论文链接：

http://vireo.cs.cityu.edu.hk/papers/R2GAN.pdf

4.Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes
作者：

Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, Xinghao Ding
论文链接：https://arxiv.org/abs/1904.06535

5.GA-Net: Guided Aggregation Net for End-to-end Stereo Matching(Oral)
作者：Feihu Zhang, Victor Prisacariu, Ruigang Yang, Philip H.S. Torr
论文链接：https://arxiv.org/abs/1904.06587

6.LiveSketch: Query Perturbations for Guided Sketch-based Visual Search
作者：John Collomosse, Tu Bui, Hailin Jin
论文链接：https://arxiv.org/abs/1904.06611

7.Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
作者：待补充

论文链接：https://arxiv.org/abs/1904.06627
源码链接：

https://github.com/MalongTech/research-ms-loss

8.Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction
作者：Yi Wei, Shaohui Liu, Wang Zhao, Jiwen Lu, Jie Zhou
论文链接：https://arxiv.org/abs/1904.06699

9.VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal
作者：Ya-Liang Chang, Zhe Yu Liu, Winston Hsu
论文链接：https://arxiv.org/abs/1904.06726

10.Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation（Oral)
作者：Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan
论文链接：https://arxiv.org/abs/1904.06807
源码链接：

https://github.com/Ha0Tang/SelectionGAN

11.ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging（Oral)
作者：

Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays
论文链接：https://arxiv.org/abs/1904.06830

12.Pedestrian Detection in Thermal Images using Saliency Maps（行人检测）
作者：

Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
论文链接：https://arxiv.org/abs/1904.06859

13.Self-critical n-step Training for Image Captioning（图像生成）
作者：

Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao
论文链接：https://arxiv.org/abs/1904.06861

14.Gait Recognition via Disentangled Representation Learning（Oral 步态识别）
作者：

Ziyuan Zhang, Luan Tran, Xi Yin, Yousef Atoum, Xiaoming Liu, Jian Wan, Nanxin Wang
论文链接：https://arxiv.org/abs/1904.04925

15.Towards High-fidelity Nonlinear 3D Face Morphable Model
作者：Luan Tran, Feng Liu, Xiaoming Liu
论文链接：https://arxiv.org/abs/1904.04933
项目链接：http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html

16.Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations(Oral)
作者：Jiwoon Ahn, Sunghyun Cho, Suha Kwak
论文链接：https://arxiv.org/abs/1904.05044

17.Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
作者：

Ruotent Li, Loong Fah Cheong, Robby T. Tan
论文链接：https://arxiv.org/abs/1904.05050

18.C3AE: Exploring the Limits of Compact Model for Age Estimation
作者：

Chao Zhang, Shuaicheng Liu, Xun Xu, Ce Zhu
论文链接：https://arxiv.org/abs/1904.05059

19.DAVANet: Stereo Deblurring with View Aggregation（Oral)
作者：

Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren
论文链接：https://arxiv.org/abs/1904.05065

20.Text Guided Person Image Synthesis
作者：

Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang
论文链接：https://arxiv.org/abs/1904.05118

21.Actor-Critic Instance Segmentation
作者：Kwang In Kim, Hyung Jin Chang
论文链接：https://arxiv.org/abs/1904.05126

22.Joint Manifold Diffusion for Combining Predictions on Decoupled Observations

作者：Kwang In Kim, Hyung Jin Chang
论文链接：https://arxiv.org/abs/1904.05159

23.Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
作者：Junhwa Hur, Stefan Roth
论文链接：https://arxiv.org/abs/1904.05290

24.H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions(Oral)
作者：Bugra Tekin, Federica Bogo, Marc Pollefeys
论文链接：https://arxiv.org/abs/1904.05349

25.Pixel-Adaptive Convolutional Neural Networks
作者：

Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik Learned-Miller, Jan Kautz
论文链接：https://arxiv.org/abs/1904.05373

26.Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres
作者：Shuai Liao, Efstratios Gavves, Cees G. M. Snoek
论文链接：https://arxiv.org/abs/1904.05404

27.Sliced Wasserstein Generative Models
作者：

Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma, Danda Pani Paudel, Luc Van Gool
论文链接：https://arxiv.org/abs/1904.05408
源码链接：

https://github.com/musikisomorphie/swd

28.Learning to Generate Synthetic Data via Compositing
作者：

Shashank Tripathi, Siddhartha Chandra, Amit Agrawal, Ambrish Tyagi, James M. Rehg, Visesh Chari
论文链接：https://arxiv.org/abs/1904.05475

29.Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach(Oral)
作者：

Proteek Chandan Roy, Vishnu Naresh Boddeti
论文链接：https://arxiv.org/abs/1904.05514

30.Unified Visual-Semantic Embeddings: Bridging Vision and Language with Structured Meaning Representations
作者：

Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
论文链接：https://arxiv.org/abs/1904.05521

31.Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network
作者：Chen Li, Gim Hee Lee
论文链接：https://arxiv.org/abs/1904.05547

32.Reasoning Visual Dialogs with Structural and Partial Observations(Oral)
作者：Zilong Zheng, Wenguan Wang, Siyuan Qi, Song-Chun Zhu
论文链接：https://arxiv.org/abs/1904.05548

33.C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
作者：

Fang Wan, Chang Liu, Wei Ke, Xiangyang Ji, Jianbin Jiao, Qixiang Ye
论文链接：https://arxiv.org/abs/1904.05647

34.TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
作者：

Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez
论文链接：https://arxiv.org/abs/1904.05967

35.Real-Time Dense Stereo Embedded in A UAV for Road Inspection
作者：

Rui Fan, Jianhao Jiao, Jie Pan, Huaiyang Huang, Shaojie Shen, Ming Liu
论文链接：https://arxiv.org/abs/1904.06017

36.Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology
作者：

Hiroki Tokunaga, Yuki Teramoto, Akihiko Yoshizawa, Ryoma Bise
论文链接：https://arxiv.org/abs/1904.06040

37.Unifying Heterogeneous Classifiers with Distillation
作者：

Jayakorn Vongkulbhisal, Phongtharin Vinayavekhin, Marco Visentini-Scarzanella
论文链接：https://arxiv.org/abs/1904.06062

38.YUVMultiNet: Real-time YUV multi-task CNN for autonomous driving
作者：Thomas Boulay, Said El-Hachimi, Mani Kumar Surisetti, Pullarao Maddu, Saranya Kandan
论文链接：https://arxiv.org/abs/1904.05673

39.A Relation-Augmented Fully Convolutional Network for Semantic Segmentationin Aerial Scenes
作者：

Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
论文链接：https://arxiv.org/abs/1904.05730

40.Learning joint reconstruction of hands and manipulated objects
作者：

Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid
论文链接：https://arxiv.org/abs/1904.05767

41.Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope(Oral)
作者：Tolga Birdal, Umut Şimşekli
论文链接：https://arxiv.org/abs/1904.05814

42.Variational Information Distillation for Knowledge Transfer
作者：

Sungsoo Ahn, Shell Xu Hu, Andreas Damianou, Neil D. Lawrence, Zhenwen Dai
论文链接：https://arxiv.org/abs/1904.05835

43.Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
作者：

Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black
论文链接：https://arxiv.org/abs/1904.05866

44.A Simple Baseline for Audio-Visual Scene-Aware Dialog
作者：

Idan Schwartz, Alexander Schwing, Tamir Hazan
论文链接：https://arxiv.org/abs/1904.05876

45.Max-Sliced Wasserstein Distance and its use for GANs
作者：

Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Zhizhen Zhao, David Forsyth, Alexander Schwing
论文链接：https://arxiv.org/abs/1904.05877

46.Two Body Problem: Collaborative Visual Task Completion
作者：

Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi

论文链接：https://arxiv.org/abs/1904.05879

47.Factor Graph Attention
作者：

Idan Schwartz, Seunghak Yu, Tamir Hazan, Alexander Schwing
论文链接：https://arxiv.org/abs/1904.05880

48.Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning
作者：

Wenbin Li, Lei Wang, Jinglin Xu, Jing Huo, Yang Gao, Jiebo Luo
论文链接：

http://cs.nju.edu.cn/rl/people/liwb/CVPR19.pdf
源码链接：https://github.com/WenbinLee/DN4.git

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