Representation Learning Reading List
Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Transferlearning | 12,494 | 6 months ago | 14 | mit | Python | |||||
| Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | ||||||||||
| Awesome Network Embedding | 2,218 | 4 years ago | 3 | |||||||
| A curated list of network embedding techniques. | ||||||||||
| Knowledge Graphs | 1,610 | 2 years ago | JavaScript | |||||||
| A collection of research on knowledge graphs | ||||||||||
| Featurelearningrotnet | 496 | 8 months ago | 13 | mit | Python | |||||
| Simsiam | 475 | 3 years ago | 16 | mit | Python | |||||
| A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning' | ||||||||||
| Causal Ml | 376 | 2 years ago | ||||||||
| Must-read papers and resources related to causal inference and machine (deep) learning | ||||||||||
| Good Papers | 231 | 5 years ago | 1 | |||||||
| I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers | ||||||||||
| Awesome Visual Representation Learning With Transformers | 209 | 3 years ago | mit | |||||||
| Awesome Transformers (self-attention) in Computer Vision | ||||||||||
| Mixstyle Release | 190 | 2 years ago | 8 | mit | Python | |||||
| Domain Generalization with MixStyle (ICLR'21) | ||||||||||
| Representation Learning On Heterogeneous Graph | 178 | 4 years ago | 1 | |||||||
| Representation-Learning-on-Heterogeneous-Graph | ||||||||||
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