terryum/awesome-deep-learning-papers resource
The most cited deep learning papers observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3743
- days_rel: n/a
- days_push: 958
- n_releases_24m: 0
Adoption not part of the score
26183 stars · 4416 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated awesome list of the top 100 most-cited deep learning papers from 2012-2016, organized as must-read classics across research domains. It is no longer maintained due to the volume of new papers since 2017.
Use cases
- find must-read deep learning papers
- get a starting reading list for deep learning research
- discover seminal neural network papers
- learn deep learning fundamentals through classic papers
- find most cited machine learning papers
When to choose
- you want a curated, citation-ranked list of foundational deep learning papers
- you are a beginner seeking a manageable starting point for deep learning literature
- you want classic pre-2017 papers regardless of application domain
When to avoid
- you need coverage of recent deep learning research after 2016
- you want an actively maintained resource
- you need application-specific or domain-specific paper lists
Facets
learning-resource · maturity abandoned
documentation deep-learning machine-learning tutorials awesome-lists cross-platform awesome-list curated-papers reading-list research-papers
1 source
- readme: https://github.com/terryum/awesome-deep-learning-papers · fetched 2026-08-28 · 8a530dd5ac8a
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| terryum/awesome-deep-learning-papers | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="terryum/awesome-deep-learning-papers")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem