Awesome-Latent-Space
xlyu0106/Awesome-Latent-Space
An curated collection of research and methods focusing on latent space techniques for large language models, vision-language models, and action models.
957 41MITUpdated 2026-07-13
62
GoodOverview
Awesome-Latent-Space is a comprehensive resource repository that catalogs academic papers, surveys, and implementations revolving around latent space mechanics, evolution, foundations, and capabilities in modern artificial intelligence. It serves as a centralized reading guide for researchers and engineers interested in continuous thought processes, hidden chains of thought, and latent representations.
Capabilities
- ▸Curates academic papers and code links related to latent space models
- ▸Categorizes research across LLMs, vision-language models, and vision-language-action models
- ▸Provides survey papers and foundational references for latent space methodologies
Best for
Discovering state-of-the-art research papers on latent reasoning and continuous thought in LLMs, Finding implementations and codebases for latent space chain-of-thought and steering methods, Understanding the theoretical foundations and mechanisms of latent representations across different model modalities
Evoa Score breakdown= Σ (score × weight)
62Task usefulness20%65 → +13.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%50 → +7.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%85 → +12.8
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%33 → +4.0
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%100 → +15.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%40 → +4.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%75 → +6.0
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%0 → +0.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total62.2 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
The repository contains links to academic papers and external GitHub codebases. Users should review external code before executing it.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.