11月论文学习

1. Detect-To-Retrieve: Efficient Regional Aggregation for Image Search【检索】
   code
2. A Style-Based Generator Architecture for Generative Adversarial Networks 【GAN】
   code
3. Semantic Image Synthesis With Spatially-Adaptive Normalization【】code
4. ArcFace: Additive Angular Margin Loss for Deep Face Recognition【损失函数】code
5. Deformable ConvNets V2: More Deformable, Better Results【卷积】code
6. Bag of Tricks for Image Classification with Convolutional Neural Networks【分类任务技巧】code
7. Towards VQA Models That Can Read【】code
8. DSFD: Dual Shot Face Detector【检测】code、介绍
9. Fast Online Object Tracking and Segmentation: A Unifying Approach【目标追踪和分割】code
10. Deep High-Resolution Representation Learning for Human PoseEstimation 【人体姿态】code、介绍
11. Joint Discriminative and Generative Learning for Person Re-Identification 【再识别】code、介绍
12. Mask Scoring R-CNN 【检测】code、介绍
13. Self-Supervised GANs via Auxiliary Rotation Loss【GAN】code
14. ABC: A Big CAD Model Dataset for Geometric Deep Learning【】code
15. PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding【】code
16. Dual Attention Network for Scene Segmentation【场景分割】code
17. DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images【】code
18. Bottom-Up Object Detection by Grouping Extreme and Center Points【检测】code
19. 3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training【3D人体姿态估计】code
20. HAQ: Hardware-Aware Automated Quantization With Mixed Precision【】code
21. Fast Interactive Object Annotation With Curve-GCN【】code
22. ATOM: Accurate Tracking by Overlap Maximization【】code
23. Shape Robust Text Detection With Progressive Scale Expansion Network【】code
24. Data-Driven Neuron Allocation for Scale Aggregation Networks【】code
25. MnasNet: Platform-Aware Neural Architecture Search for Mobile【】code
26. ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network【】code
27. Selective Kernel Networks【】code
28. Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels【】code
29. Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference【】code
30. Bounding Box Regression With Uncertainty for Accurate Object Detection【】code、介绍

学习资料：极市开发者社区