world model

Guidelines as Environments: A World Model Approach to Rule Following ACL 2026 HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models CVPR 2026 Inference-time Physics Alignment of Video Generative Models with Latent World Models CVPR 2026 InternVideo-Next: Towards World-Understanding Video Models CVPR 2026 IPR-1: Interactive Physical Reasoner CVPR 2026 Latent Chain-of-Thought World Modeling for End-to-End Autonomous Driving CVPR 2026 MAD: Motion Appearance Decoupling for efficient Driving World Models CVPR 2026 Model-Based Imaginative Planning for Embodied Agents ACL 2026 Model-Based Reinforcement Learning under Random Observation Delays L4DC 2026 ModularAgent: A Task-Aware Modular Framework for Joint Optimization of Multimodal Large Language Models and World Models CVPR 2026 Motus: A Unified Latent Action World Model CVPR 2026 MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios AAAI 2026 MRI Contrast Enhancement Kinetics World Model CVPR 2026 NavForesee: A Unified Vision-Language World Model for Hierarchical Planning and Dual-Horizon Navigation Prediction CVPR 2026 NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos CVPR 2026 Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026 Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latent Space AAAI 2026 Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models AAAI 2026 Perceptual 3D Simulation With Physical World Modeling CVPR 2026 Physical Object Understanding with a Physically Controllable World Model CVPR 2026 PhysInOne: Visual Physics Learning and Reasoning in One Suite CVPR 2026 Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model CVPR 2026 PointWorld: Scaling 3D World Models for In-The-Wild Robotic Manipulation CVPR 2026 PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics AAAI 2026 R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space CVPR 2026