must-read-ai-papers
awesome-deep-learning-papers
| must-read-ai-papers | awesome-deep-learning-papers | |
|---|---|---|
| 1 | 3 | |
| 13 | 25,176 | |
| - | - | |
| 0.0 | 0.0 | |
| about 2 years ago | 4 months ago | |
| TeX | ||
| MIT License | - |
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must-read-ai-papers
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What is the top paper that one must absolutely read in their deep learning roadmap?
I have a short list of papers here that I really enjoy reading, ranging a lot of topics, not just DL. Hope it can serve as a reference. https://github.com/minhlong94/must-read-ai-papers
awesome-deep-learning-papers
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Mastering Data Science: Top 10 GitHub Repos You Need to Know
10. Deep Learning Papers Last but not least, Deep Learning Papers is a must-visit repository for anyone interested in deep learning research. This curated list features the most influential and important deep learning papers, organized by topic and publication date.
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Ask HN: What is an updated AI reading list?
Maybe one of the various Github "Awesome XYZ" lists that exists out there.
https://github.com/terryum/awesome-deep-learning-papers
https://endymecy.github.io/awesome-deeplearning-resources/
You might also track down the website for a DL class from a reputable university and mine the syllabus for a list of assigned readings. Do that for two or three such instances and you could probably come up with a pretty solid list.
Or may just ask Carmack to share the list he was referring to? Does anybody know if he responds to Tweets / Twitter DM's, etc?
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What is the top paper that one must absolutely read in their deep learning roadmap?
Just see the list of most cited paper here: Awesome - Most Cited Deep Learning Papers
What are some alternatives?
awesome-artificial-intelligence-research - A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
paper_annotations - A place to keep track of all the annotated papers.
awesome-artificial-intelligence - A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
ml-surveys - 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
cs-video-courses - List of Computer Science courses with video lectures.