Eurus-Holmes / Research_papers
Licence: mit
Record some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.
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RP (Research Papers)
Top Conferences
Awesome Papers Reading List
Deep Learning & Machine Learning
- Deep Learning Papers Reading Roadmap
- Deep Learning Papers Ordered By Task
- Summaries And Notes On Deep Learning Research Papers
- Meta Learning/ Learning to Learn/ One Shot Learning/ Lifelong Learning Papers
- Disentangled Representation Papers
- Paper List For Linking ODE and Deep Learning
- A curated list of neural architecture search (NAS) resources
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
Multimodal
Natural Language Processing
- Must-read Papers on pre-trained language models
- Must-read papers on graph neural networks (GNN)
- Machine Translation Reading List
- Machine Translation Group at JHU - Papers to Read
- Text Generation Reading List
- Awesome Text Generation
- Must-read papers on network representation learning (NRL) / network embedding (NE)
- Must-read papers on Machine Reading Comprehension
- Must-read papers on neural relation extraction (NRE)
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
- Must-read papers on Sememe Computation
- Must-read Papers on Textual Adversarial Attack and Defense (TAAD)
- Awesome Visual Question Answering Papers Reading List
- Awesome Knowledge Graph Papers Reading List
Computer Vision
Visualization Research
Academic Blog Posts
- CMU ML Blog
- BAIR Blog
- Stanford AI Lab Blog
- Google AI Blog
- OpenAI Blog
- FAIR
- DeepMind Blog
- Distill Blog
- Off-convex path Blog
- Argmin Blog
Others
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