AI研习社技术分享
作者：互联网
AutoML在 IEEE-ISI World Cup 2019竞赛中的应用：冠军团队DeepBlueAI技术分享
GitHub项目推荐|awesome-bert:BERT相关资源列表
【CVPR 2019 全部论文合集】 https://ai.yanxishe.com/page/resourceDetail/845
【CVPR 2019 Oral 论文精选】https://ai.yanxishe.com/page/resourceDetail/819
【CVPR 2018 全部论文合集】https://ai.yanxishe.com/page/resourceDetail/862
71.《Amodal Instance Segmentation With KINS Dataset》(CVPR 2019)
GitHub地址：https://github.com/qqlu/Amodal-Instance-Segmentation-through-KINS-Dataset
70.《Translate-to-Recognize Networks for RGB-D Scene Recognition》(CVPR 2019)
GitHub地址：https://github.com/ownstyledu/Translate-to-Recognize-Networks
69.《AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data》(CVPR 2019)
GitHub地址：https://github.com/maple-research-lab/AET
68.《Single Image Deraining: A Comprehensive Benchmark Analysis》(CVPR19)
GitHub地址：https://github.com/lsy17096535/Single-Image-Deraining
67.《Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation》(CVPR 2019 Oral)
GitHub地址：https://github.com/yingcong/HomoInterpGAN
66.《Interactive Image Segmentation via Backpropagating Refinement Scheme》(CVPR 2019)
GitHub地址：https://github.com/wdjang/BRS-Interactive_segmentation
65.《Joint Semantic-Instance Segmentation of 3D Point Clouds》(CVPR 2019)
GitHub地址：https://github.com/pqhieu/jsis3d
64.《Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions》(CVPR 2019)
GitHub地址：https://github.com/sg-nm/Operation-wise-attention-network
63.《MAGSAC: Marginalizing sample consensus》(CVPR 2019)
GitHub地址：https://github.com/danini/magsac
62.《Importance Estimation for Neural Network Pruning》(CVPR 2019)
GitHub地址：https://github.com/NVlabs/Taylor_pruning
61.《Selective Kernel Networks(SKNet)》(CVPR2019)
GitHub地址：https://github.com/ResearchingDexter/SKNet_pytorch
60.《Joint Discriminative and Generative Learning for Person Re-identification》 (CVPR 2019 Oral)
GitHub地址：https://github.com/NVlabs/DG-Net
59.《SCOPS: Self-Supervised Co-Part Segmentation》(CVPR 2019)
GitHub地址：https://github.com/NVlabs/SCOPS
58.《Deep Video Inpainting》 (CVPR 2019)
GitHub地址：https://github.com/mcahny/Deep-Video-Inpainting
57.《3D Point Capsule Networks》(CVPR 2019)
GitHub地址：https://github.com/yongheng1991/3D-point-capsule-networks
56.《Guided Stereo Matching》(CVPR 2019)
GitHub地址：https://github.com/mattpoggi/guided-stereo
55.《C3AE: Exploring the Limits of Compact Model for Age Estimation》(CVPR 2019)
GitHub地址：https://github.com/vicwer/C3AE_Age_Estimation
54.《BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames》(CVPR 2019)
GitHub地址：https://github.com/griffbr/BubbleNets
53.《ELASTIC: Improving CNNs with Dynamic Scaling Policies》(CVPR 2019 Oral)
GitHub地址：https://github.com/allenai/elastic
52.《SelFlow: Self-Supervised Learning of Optical Flow》 (CVPR 2019 Oral)
GitHub地址：https://github.com/ppliuboy/SelFlow
51.《HAQ: Hardware-Aware Automated Quantization with Mixed Precision》(CVPR 2019 oral)
GitHub地址：https://github.com/mit-han-lab/HAQ
50.《Improving Semantic Segmentation via Video Propagation and Label Relaxation》(CVPR 2019 )
GitHub地址：https://github.com/NVIDIA/semantic-segmentation
49.《Bi-Directional Cascade Network for Perceptual Edge Detection(BDCN)》(CVPR 2019 )
GitHub地址：https://github.com/pkuCactus/BDCN
48.《Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition》(CVPR 2019)
GitHub地址：https://github.com/lshiwjx/2s-AGCN
47.《Learning joint reconstruction of hands and manipulated objects》(CVPR 2019)
GitHub地址：https://github.com/hassony2/obman_train
https://github.com/hassony2/obman
46.《AOGNets: Compositional Grammatical Architectures for Deep Learning》(CVPR 2019)
GitHub地址：https://github.com/iVMCL/AOGNets
45.《Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization》(CVPR 2019 Oral)
GitHub地址：https://github.com/joe-siyuan-qiao/NeuralRejuvenation-CVPR19
44.《Finding Task-Relevant Features for Few-Shot Learning by Category Traversal》(CVPR 2019 Oral)
GitHub地址：https://github.com/Clarifai/few-shot-ctm
43.《Self-supervised 3D hand pose estimation through training by fitting》(CVPR 2019)
GitHub地址：https://github.com/melonwan/sphereHand
42.《MOTS: Multi-Object Tracking and Segmentation》(CVPR 2019)
GitHub地址：https://github.com/VisualComputingInstitute/mots_tools
41.《Segmentation-driven 6D Object Pose Estimation》(CVPR 2019)
GitHub地址：https://github.com/cvlab-epfl/segmentation-driven-pose
40.《Timeception for Complex Action Recognition》(CVPR 2019)
GitHub地址：https://github.com/noureldien/timeception
39.《GoodNews Everyone! Context driven entity aware captioning for news images》(CVPR 2019)
GitHub地址：https://github.com/furkanbiten/GoodNews
38.《Structured Knowledge Distillation for Semantic Segmentation》(CVPR 2019 Oral)
GitHub地址：https://github.com/irfanICMLL/structure_knowledge_distillation
37.《Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics》(CVPR 2019)
GitHub地址：https://github.com/laura-wang/video_repres_mas
36.《Object-driven Text-to-Image Synthesis via Adversarial Training》(CVPR 2019)
GitHub地址：https://github.com/jamesli1618/Obj-GAN
35.《Monocular Total Capture: Posing Face, Body and Hands in the Wild》(CVPR 2019)
GitHub地址：https://github.com/CMU-Perceptual-Computing-Lab/MonocularTotalCapture
34.《Shapes and Context: In-the-wild Image Synthesis & Manipulation》(CVPR 2019)
GitHub地址：https://github.com/aayushbansal/OpenShapes
33.《Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes》(CVPR 2019)
GitHub地址：https://github.com/ziquan111/RobustPCLReconstruction
32.《DAVANet: Stereo Deblurring with View Aggregation》(CVPR 2019 Oral)
GitHub地址：https://github.com/sczhou/DAVANet
31.《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
30《PPGNet: Learning Point-Pair Graph for Line Segment Detection》(CVPR 2019)
GitHub地址：https://github.com/svip-lab/PPGNet
29.《Distilling Object Detectors with Fine-grained Feature Imitation》(CVPR 2019)
GitHub地址：https://github.com/twangnh/Distilling-Object-Detectors
28.《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
27.《Wide-Context Semantic Image Extrapolation》(CVPR 2019)
GitHub地址：https://github.com/shepnerd/outpainting_srn
26.《Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation》(CVPR 2019 Oral)
GitHub地址：https://github.com/taki0112/GDWCT-Tensorflow
25.《Learning Non-volumetric Depth Fusion using Successive Reprojections》(CVPR 2019)
GitHub地址：https://github.com/simon-donne/defusr
24.《Disentangled Representation Learning for 3D Face Shape》(CVPR 2019)
GitHub地址：https://github.com/zihangJiang/DR-Learning-for-3D-Face
23.《Pixel-Adaptive Convolutional Neural Networks》(CVPR 2019)
GitHub地址：https://github.com/NVlabs/pacnet
22.《Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers(AdaFM)》(CVPR 2019 oral)
GitHub地址：https://github.com/hejingwenhejingwen/AdaFM
21.《Taking a Deeper Look at the Inverse Compositional Algorithm》 (CVPR 2019 Oral)
GitHub地址：https://github.com/lvzhaoyang/DeeperInverseCompositionalAlgorithm
20.《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
19.《Multi-Target Embodied Question Answering》(CVPR 2019)
GitHub地址：https://github.com/lichengunc/mteqa
18.《Learning Context Graph for Person Search》(CVPR 2019 Oral)
GitHub地址：https://github.com/sjtuzq/person_search_gcn
17.《Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning》(CVPR 2019)
GitHub地址：https://github.com/gidariss/wDAE_GNN_FewShot
16.《Learning Parallax Attention for Stereo Image Super-Resolution》(CVPR 2019)
GitHub地址：https://github.com/LongguangWang/PASSRnet
15.《Meta-SR: A Magnification-Arbitrary Network for Super-Resolution》(CVPR2019)
GitHub地址：https://github.com/XuecaiHu/Meta-SR-Pytorch
14.《Learning Actor Relation Graphs for Group Activity Recognition》(CVPR 2019)
GitHub地址:https://github.com/wjchaoGit/Group-Activity-Recognition
13.《HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation》(CVPR 2019)
GitHub地址：https://github.com/sunset1995/HorizonNet
12.《3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans》(CVPR 2019 Oral)
GitHub地址：https://github.com/Sekunde/3D-SIS
11.《Exploiting temporal context for 3D human pose estimation in the wild》(CVPR 2019)
GitHub地址：https://github.com/deepmind/Temporal-3D-Pose-Kinetics
10.《Zoom To Learn, Learn To Zoom》(CVPR 2019)
GitHub地址：https://github.com/ceciliavision/zoom-learn-zoom
9.《Generalized Intersection over Union》(CVPR 2019)
GitHub地址：https://github.com/generalized-iou/Detectron.pytorch
8.《Reliable and Efficient Image Cropping: A Grid Anchor based Approach》(CVPR 2019)
GitHub地址：https://github.com/HuiZeng/Grid-Anchor-based-Image-Cropping
7.《Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung》(CVPR 2019)
GitHub地址：https://github.com/divyanshj16/SPADE
6.《4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks》(CVPR 2019)
GitHub地址：https://github.com/StanfordVL/MinkowskiEngine
5.《Knowledge-Embedded Routing Network for Scene Graph Generation》(CVPR 2019)
GitHub地址：https://github.com/yuweihao/KERN
4.《Deep Flow-Guided Video Inpainting》(CVPR 2019)
GitHub地址：https://github.com/nbei/Deep-Flow-Guided-Video-Inpainting
3.《onvolutional Mesh Regression for Single-Image Human Shape Reconstruction》(CVPR2019)
GitHub地址：https://github.com/nkolot/GraphCMR
2.《Capture, Learning, and Synthesis of 3D Speaking Styles》(CVPR 2019)
GitHub地址：https://github.com/TimoBolkart/voca
1.《Meta-Transfer Learning for Few-Shot Learning》 (CVPR 2019)
GitHub地址：https://github.com/y2l/meta-transfer-learning-tensorflow
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