repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 22d ago
leofan90/Awesome-World-Models
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related websites.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 49%World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration →
- PossiblePossibly related (embedding) · 46%WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory →
- PossiblePossibly related (embedding) · 68%A Definition and Roadmap for World Models →
- PossiblePossibly related (embedding) · 58%AlayaWorld: Long-Horizon and Playable Video World Generation →
- PossiblePossibly related (embedding) · 47%Mapping world model taxonomy [P] →
- PossiblePossibly related (embedding) · 49%Simulating everything, sort of: The promise and limits of world models →
- PossiblePossibly related (embedding) · 46%World Models, The Complete Guide To LeCun's $1bn LLM Bet - Quantum Zeitgeist →
- PossiblePossibly related (embedding) · 47%Google Deepmind argues video generators already contain the world models computer vision has been missing - the-decoder.com →
Implements
Implements (incoming)
Covers (incoming)
newsMapping world model taxonomy [P]newsSimulating everything, sort of: The promise and limits of world modelsnewsWorld Models, The Complete Guide To LeCun's $1bn LLM Bet - Quantum ZeitgeistnewsGoogle Deepmind argues video generators already contain the world models computer vision has been missing - the-decoder.comnewsMeet Open Dreamer: A JAX/Flax Reproduction of the Dreamer 4 World Model Pipeline, With the Full Training Recipe Published - MarkTechPost
Related across the graph
newsWorld Models, The Complete Guide To LeCun's $1bn LLM Bet - Quantum ZeitgeistpaperAlayaWorld: Long-Horizon and Playable Video World GenerationnewsMapping world model taxonomy [P]paperWorldDirector: Building Controllable World Simulators with Persistent Dynamic MemorypaperA Definition and Roadmap for World ModelsnewsGoogle Deepmind argues video generators already contain the world models computer vision has been missing - the-decoder.comnewsSimulating everything, sort of: The promise and limits of world modelspaperWorld Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World OrchestrationnewsMeet Open Dreamer: A JAX/Flax Reproduction of the Dreamer 4 World Model Pipeline, With the Full Training Recipe Published - MarkTechPost