Eurus-Holmes/Research_Papers

Record some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.

RP (Research Papers)

Top Conferences

• ICLR

  • ICLR 2020 OpenReview
  • ICLR 2019 OpenReview
  • ICLR 2019 Notes (New Orleans, LA, USA) --- from David Abel

• CVPR

  • CVPR 2019 open access
  • Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

• NeurIPS

  • NeurIPS Proceedings
  • NeurIPS 2019
  • NeurIPS 2019 Notes (Vancouver, BC, Canada) --- from David Abel

• ECCV

• ICML

  • ICML 2019 Schedule
  • ICML 2019 Notes (Long Beach, CA, USA) --- from David Abel

• ICCV

  • ICCV 2019 open access
  • Statistics and Visualization of acceptance rate, main keyword of ICCV 2019 accepted papers for International Conference on Computer Vision (ICCV 2019)

• ACL

  • ACL Anthology
  • ACL 2019 Papers
  • ACL 2019 Best Papers
  • ACL 2019 TUTORIALS

• AAAI

  • AAAI 2019 Papers
  • AAAI 2019 Notes (Honolulu, HI, USA) --- from David Abel

• EMNLP

  • EMNLP 2019 Papers
  • EMNLP-IJCNLP 2019 Program

• SIGKDD

• ICASSP

  • ICASSP 2019 Papers

• IJCAI

  • IJCAI 2019 Proceedings

• INTERSPEECH

• NAACL

  • NAACL 2019 Papers
  • NAACL 2019 Best Papers
  • NAACL 2019 Notes: Practical Insights for Natural Language Processing Applications — Part I

• AISTATS

• COLT

• SIGGRAPH

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

• Multimodal Machine Learning
• Reading List for Topics in Multimodal Machine Learning

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

• Awesome Computer Vision

Visualization Research

• Awesome Visualization Research Reading List

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

• 2018 Top Conference Best Paper Awarding
• Paper_Writing_Related
• Research_Related

License

See the LICENSE file for this repository's licensing.