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world model

311 papers

WM

Papers

3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation AAAI 2026 4DWorldBench: A Comprehensive Evaluation Framework for 3D/4D World Generation Models CVPR 2026 Active Intelligence in Video Avatars via Closed-loop World Modeling CVPR 2026 Adapting World Models with Latent-State Dynamics Residuals L4DC 2026 A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens CVPR 2026 AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation ACL 2026 Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling AAAI 2026 Beyond World Models: Rethinking Understanding in AI Models AAAI 2026 Can We Predict Before Executing Machine Learning Agents? ACL 2026 Causal Process Models: Reframing Dynamic Causal Graph Discovery as a Reinforcement Learning Problem CLeaR 2026 Chain of World: World Model Thinking in Latent Motion CVPR 2026 Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models CVPR 2026 CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving CVPR 2026 CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving AAAI 2026 Current Agents Fail to Leverage World Model as Tool for Foresight ACL 2026 Discovering Hybrid World Representations with Co-Evolving Foundation Models AAAI 2026 Do Generative Video Models Understand Physical Principles? WACV 2026 DreamSAC: Learning Hamiltonian World Models via Symmetry Exploration CVPR 2026 DriveLaW: Unifying Planning and Video Generation in a Latent Driving World CVPR 2026 Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks AAAI 2026 From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 GEM: Generating LiDAR World Model via Deformable Mamba CVPR 2026 GenieDrive: Towards Physics-Aware Driving World Model with 4D Occupancy Guided Video Generation CVPR 2026 GeoWorld: Geometric World Models CVPR 2026 Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals CVPR 2026