conftrace_

world model

189 papers

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Also known as

WM

Co-occurring keywords

model-based reinforcement learning (415) reinforcement learning (4352) autonomous driving (1142) self-supervised learning (3777) representation learning (6206) large language model (13587) video generation (707) video prediction (140) sample efficiency (472) zero-shot learning (3650)

Papers

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving AAAI 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025
GLAM: Global-Local Variation Awareness in Mamba-based World Model AAAI 2025
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation AAAI 2025
MultiModal Action Conditioned Video Simulation ICCV 2025
Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025
DIO: Decomposable Implicit 4D Occupancy-Flow World Model CVPR 2025
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation CVPR 2025
NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction CVPR 2025
ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration CVPR 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025
Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling EMNLP 2025
Long-Context State-Space Video World Models ICCV 2025
DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers ICCV 2025
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach EMNLP 2025
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025
Aether: Geometric-Aware Unified World Modeling ICCV 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
InstaDrive: Instance-Aware Driving World Models for Realistic and Consistent Video Generation ICCV 2025
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics CVPR 2025