taojlu / godfather

Various machine learning branch papers summarized by bigwigs in various directions.

Godfather

Here I have collected various machine learning branch papers summarized by bigwigs in various directions.
 

1、awesome_deep_learning_interpretability
  The author has compiled relevant papers on model interpretability in deep learning, and sorted them by the number of citations.
2、迁移学习 Transfer Learning
   May be it is the most complete repository about transfer learning.
3、MICCAI 2019 Open Source Papers
  The author compiled the open source papers of the 2019 MICCAI Conference.
4、awesome-gcn
  The author collect the Graph Convolutional Neural Network(GCN)、Graph Attention Networks(GAT) and related other resources.
5、SOTA-MedSeg
  State-of-the-art medical image segmentation methods based on various challenges! (Updated 2020).
6、AdversarialNets Papers
  Awesome papers about Generative Adversarial Networks. Majority of papers are related to Image Translation.
7、Deep Learning Papers on Medical Image Analysis
  This is the first list of deep learning papers on medical applications.
8、AlphaTree-graphic-deep-neural-network
  The AI Rodamap includes Machine Learning、Deep Learning、GAN、GNN、NLP and other books on
  the development of big data, With massive source code.
9、Deep-Learning-for-Medical-Applications
  Deep Learning Papers on Medical Image Analysis.
10、Deep Learning in Medical Imaging and Medical Image Analysis
  Deep Learning in Medical Imaging Survey.
11、Loss functions for image segmentation
  A collection of loss functions for medical image segmentation