CVPR 2019 | 重磅！34篇 CVPR2019 论文实现代码

CVPR 2019马上就结束了，前几天CVPR 2019的全部论文也已经对外开放，相信已经有小伙伴准备好要复现了，但是复现之路何其难，所以助助给大家准备了几篇CVPR论文实现代码，赶紧看起来吧！

1.《Shapes and Context: In-the-wild Image Synthesis & Manipulation》(CVPR 2019) 

GitHub地址：https://github.com/aayushbansal/OpenShapes

2.《Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes》(CVPR 2019) 

GitHub地址：https://github.com/ziquan111/RobustPCLReconstruction

3.《DAVANet: Stereo Deblurring with View Aggregation》(CVPR 2019 Oral) 

GitHub地址：https://github.com/sczhou/DAVANet

4.《Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation》(CVPR 2019 Oral) 

GitHub地址：https://github.com/RoyalVane/CLAN

5.《PPGNet: Learning Point-Pair Graph for Line Segment Detection》(CVPR 2019)

GitHub地址：https://github.com/svip-lab/PPGNet

6.《Distilling Object Detectors with Fine-grained Feature Imitation》(CVPR 2019) 

GitHub地址：https://github.com/twangnh/Distilling-Object-Detectors

7.《3D Hand Shape and Pose Estimation from a Single RGB Image》(CVPR 2019) 

GitHub地址：https://github.com/3d-hand-shape/hand-graph-cnn

8.《Wide-Context Semantic Image Extrapolation》(CVPR 2019)

GitHub地址：https://github.com/shepnerd/outpainting_srn

9.《Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation》(CVPR 2019 Oral) 

GitHub地址：https://github.com/taki0112/GDWCT-Tensorflow

10.《Learning Non-volumetric Depth Fusion using Successive Reprojections》(CVPR 2019) 

GitHub地址：https://github.com/simon-donne/defusr

11.《Disentangled Representation Learning for 3D Face Shape》(CVPR 2019) 

GitHub地址：https://github.com/zihangJiang/DR-Learning-for-3D-Face

12.《Pixel-Adaptive Convolutional Neural Networks》(CVPR 2019)

GitHub地址：https://github.com/NVlabs/pacnet

13.《Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers(AdaFM)》(CVPR 2019 oral) 

GitHub地址：https://github.com/hejingwenhejingwen/AdaFM

14.《Taking a Deeper Look at the Inverse Compositional Algorithm》 (CVPR 2019 Oral) 

GitHub地址：https://github.com/lvzhaoyang/DeeperInverseCompositionalAlgorithm

15.《Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition》(CVPR 2019) 

GitHub地址：https://github.com/Heliang-Zheng/TASN

16.《Multi-Target Embodied Question Answering》(CVPR 2019)

GitHub地址：https://github.com/lichengunc/mteqa

17.《Learning Context Graph for Person Search》(CVPR 2019 Oral) 

GitHub地址：https://github.com/sjtuzq/person_search_gcn

18.《Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning》(CVPR 2019) 

GitHub地址：https://github.com/gidariss/wDAE_GNN_FewShot

19.《Learning Parallax Attention for Stereo Image Super-Resolution》(CVPR 2019) 

GitHub地址：https://github.com/LongguangWang/PASSRnet

20.《Meta-SR: A Magnification-Arbitrary Network for Super-Resolution》(CVPR2019) 

GitHub地址：https://github.com/XuecaiHu/Meta-SR-Pytorch

21.《Learning Actor Relation Graphs for Group Activity Recognition》(CVPR 2019) 

GitHub地址:https://github.com/wjchaoGit/Group-Activity-Recognition

22.《HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation》(CVPR 2019) 

GitHub地址：https://github.com/sunset1995/HorizonNet

23.《3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans》(CVPR 2019 Oral)

GitHub地址：https://github.com/Sekunde/3D-SIS

24.《Exploiting temporal context for 3D human pose estimation in the wild》(CVPR 2019)

GitHub地址：https://github.com/deepmind/Temporal-3D-Pose-Kinetics

25.《Zoom To Learn, Learn To Zoom》(CVPR 2019)

GitHub地址：https://github.com/ceciliavision/zoom-learn-zoom

26.《Generalized Intersection over Union》(CVPR 2019)

GitHub地址：https://github.com/generalized-iou/Detectron.pytorch

27.《Reliable and Efficient Image Cropping: A Grid Anchor based Approach》(CVPR 2019)

GitHub地址：https://github.com/HuiZeng/Grid-Anchor-based-Image-Cropping

28.《Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung》(CVPR 2019)

GitHub地址：https://github.com/divyanshj16/SPADE

29.《4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks》(CVPR 2019)

GitHub地址：https://github.com/StanfordVL/MinkowskiEngine

30.《Knowledge-Embedded Routing Network for Scene Graph Generation》(CVPR 2019)

GitHub地址：https://github.com/yuweihao/KERN

31.《Deep Flow-Guided Video Inpainting》(CVPR 2019)

GitHub地址：https://github.com/nbei/Deep-Flow-Guided-Video-Inpainting

32.《onvolutional Mesh Regression for Single-Image Human Shape Reconstruction》(CVPR2019)

GitHub地址：https://github.com/nkolot/GraphCMR

33.《Capture, Learning, and Synthesis of 3D Speaking Styles》(CVPR 2019)

GitHub地址：https://github.com/TimoBolkart/voca

34.《Meta-Transfer Learning for Few-Shot Learning》 (CVPR 2019)

GitHub地址：https://github.com/y2l/meta-transfer-learning-tensorflow

现在来 AI 研习社 CVPR顶会交流小组，参与#围观 2019 CVPR#、#CVPR 2019 顶会见闻# 活动，还有机会获得 AI 研习社定制周边哦！

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