sbrugman/deep-learning-papers resource

Health v2 · maintenance only

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3182 stars · 403 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated reading list of deep learning research papers organized by task (code, text, vision, audio) and ordered by date, with state-of-the-art papers labeled. It is a static reference document hosted on GitHub, not executable software.

Use cases

• find state-of-the-art deep learning papers by task
• reading list for learning deep learning
• find papers on image segmentation or object recognition
• find NLP papers like summarization and question answering
• catch up on recent arxiv deep learning research
• find seminal papers for a literature review

When to choose

• you want a task-organized index of deep learning papers with links
• you need a quick reference for SOTA papers per topic
• you are building a self-study curriculum in deep learning

When to avoid

• you need runnable code or implementations
• you need papers newer than the last update in 2019
• you need peer-reviewed summaries rather than raw paper links

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp computer-vision documentation deep-learning machine-learning computer-vision tutorials awesome-lists cross-platform papers arxiv reading-list state-of-the-art curated-list natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="sbrugman/deep-learning-papers")