{"total":54,"rows":[{"id":"2212.09748","title":"Scalable Diffusion Models with Transformers","created":"2022-12-19","cited_by_count":6054,"area":"wm"},{"id":"2210.02747","title":"Flow Matching for Generative Modeling","created":"2022-10-06","cited_by_count":5702,"area":"wm"},{"id":"2311.15127","title":"Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets","created":"2023-11-25","cited_by_count":2581,"area":"wm"},{"id":"2202.04200","title":"MaskGIT: Masked Generative Image Transformer","created":"2022-02-08","cited_by_count":1099,"area":"wm"},{"id":"2405.17398","title":"Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability","created":"2024-05-27","cited_by_count":347,"area":"wm"},{"id":"2405.12399","title":"Diffusion for World Modeling: Visual Details Matter in Atari","created":"2024-05-20","cited_by_count":300,"area":"wm"},{"id":"2309.09777","title":"DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving","created":"2023-09-18","cited_by_count":261,"area":"wm"},{"id":"2403.06845","title":"DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation","created":"2024-03-11","cited_by_count":191,"area":"wm"},{"id":"2506.05284","title":"Video World Models with Long-term Spatial Memory","created":"2025-06-05","cited_by_count":136,"area":"wm"},{"id":"2604.05014","title":"StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing","created":"2026-04-06","cited_by_count":112,"area":"wm"},{"id":"2405.03520","title":"Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond","created":"2024-05-06","cited_by_count":111,"area":"wm"},{"id":"2412.11198","title":"GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control","created":"2024-12-15","cited_by_count":78,"area":"wm"},{"id":"2505.14357","title":"Vid2World: Crafting Video Diffusion Models to Interactive World Models","created":"2025-05-20","cited_by_count":76,"area":"wm"},{"id":"2404.00815","title":"Towards Realistic Scene Generation with LiDAR Diffusion Models","created":"2024-03-31","cited_by_count":69,"area":"wm"},{"id":"2309.09256","title":"LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models","created":"2023-09-17","cited_by_count":55,"area":"wm"},{"id":"2403.05131","title":"Sora as a World Model? A Complete Survey on Text-to-Video Generation","created":"2024-03-08","cited_by_count":53,"area":"wm"},{"id":"2403.12037","title":"MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control","created":"2024-03-18","cited_by_count":53,"area":"wm"},{"id":"2510.03198","title":"Memory Forcing: Spatio-Temporal Memory for Consistent Scene Generation on Minecraft","created":"2025-10-03","cited_by_count":52,"area":"wm"},{"id":"2211.12131","title":"DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models","created":"2022-11-22","cited_by_count":51,"area":"wm"},{"id":"2404.06356","title":"Policy-Guided Diffusion","created":"2024-04-09","cited_by_count":41,"area":"wm"},{"id":"2403.13470","title":"Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion","created":"2024-03-20","cited_by_count":40,"area":"wm"},{"id":"2410.12822","title":"AVID: Adapting Video Diffusion Models to World Models","created":"2024-10-01","cited_by_count":37,"area":"wm"},{"id":"2406.10429","title":"Consistency-diversity-realism Pareto fronts of conditional image generative models","created":"2024-06-14","cited_by_count":36,"area":"wm"},{"id":"2312.08533","title":"World Models via Policy-Guided Trajectory Diffusion","created":"2023-12-13","cited_by_count":34,"area":"wm"},{"id":"2512.08931","title":"Astra: General Interactive World Model with Autoregressive Denoising","created":"2025-12-09","cited_by_count":33,"area":"wm"},{"id":"2412.01522","title":"InfinityDrive: Breaking Time Limits in Driving World Models","created":"2024-12-02","cited_by_count":21,"area":"wm"},{"id":"2511.02097","title":"A Step Toward World Models: A Survey on Robotic Manipulation","created":"2025-10-31","cited_by_count":15,"area":"wm"},{"id":"2411.01123","title":"X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios","created":"2024-11-02","cited_by_count":14,"area":"wm"},{"id":"2411.02914","title":"Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey","created":"2024-11-05","cited_by_count":14,"area":"wm"},{"id":"2412.02241","title":"Fast LiDAR Data Generation with Rectified Flows","created":"2024-12-03","cited_by_count":14,"area":"wm"},{"id":"2505.22643","title":"SPIRAL: Semantic-Aware Progressive LiDAR Scene Generation and Understanding","created":"2025-05-28","cited_by_count":10,"area":"wm"},{"id":"2604.04913","title":"A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens","created":"2026-04-06","cited_by_count":10,"area":"wm"},{"id":"2505.20922","title":"Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective","created":"2025-05-27","cited_by_count":9,"area":"wm"},{"id":"2605.15705","title":"Feedback World Model Enables Precise Guidance of Diffusion Policy","created":"2026-05-15","cited_by_count":9,"area":"wm"},{"id":"2505.12489","title":"Video-GPT via Next Clip Diffusion","created":"2025-05-18","cited_by_count":8,"area":"wm"},{"id":"2504.13643","title":"Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning","created":"2025-04-18","cited_by_count":7,"area":"wm"},{"id":"2409.06189","title":"MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control","created":"2024-09-10","cited_by_count":6,"area":"wm"},{"id":"2510.05865","title":"The Safety Challenge of World Models for Embodied AI Agents: A Review","created":"2025-10-07","cited_by_count":6,"area":"wm"},{"id":"2503.21449","title":"Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving","created":"2025-03-27","cited_by_count":5,"area":"wm"},{"id":"2502.00466","title":"EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling","created":"2025-02-01","cited_by_count":3,"area":"wm"},{"id":"2602.19064","title":"L3DR: 3D-aware LiDAR Diffusion and Rectification","created":"2026-02-22","cited_by_count":3,"area":"wm"},{"id":"2603.09086","title":"Latent World Models for Automated Driving: A Unified Taxonomy, Evaluation Framework, and Open Challenges","created":"2026-03-10","cited_by_count":3,"area":"wm"},{"id":"2506.23606","title":"SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion","created":"2025-06-30","cited_by_count":2,"area":"wm"},{"id":"2410.11628","title":"Simultaneous Diffusion Sampling for Conditional LiDAR Generation","created":"2024-10-15","cited_by_count":1,"area":"wm"},{"id":"2506.19117","title":"PrITTI: Primitive-based Generation of Controllable and Editable 3D Semantic Urban Scenes","created":"2025-06-23","cited_by_count":1,"area":"wm"},{"id":"2602.08032","title":"Horizon Imagination: Efficient On-Policy Rollout in Diffusion World Models","created":"2026-02-08","cited_by_count":1,"area":"wm"},{"id":"2604.09035","title":"Advantage-Guided Diffusion for Model-Based Reinforcement Learning","created":"2026-04-10","cited_by_count":1,"area":"wm"},{"id":"2605.07326","title":"GEM: Generating LiDAR World Model via Deformable Mamba","created":"2026-05-08","cited_by_count":1,"area":"wm"},{"id":"2606.00267","title":"StressDream: Steering Video World Models for Robust Policy Evaluation and Improvement","created":"2026-05-29","cited_by_count":1,"area":"wm"},{"id":"2606.05558","title":"Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents","created":"2026-06-04","cited_by_count":1,"area":"wm"},{"id":"2606.30147","title":"T2LDM++: A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation","created":"2026-06-29","cited_by_count":0,"area":"wm"},{"id":"2607.09787","title":"Adversarially Guided Diffusion for LiDAR Range Image Synthesis","created":"2026-07-08","cited_by_count":0,"area":"wm"},{"id":"2610.11174","title":"IntactWorld: Joint World Modeling with Intact Features","created":"2026-10-08","cited_by_count":0,"area":"wm"},{"id":"2610.14936","title":"CFG-Policy: Unified Diffusion Policy Learning Framework via Classifier-free Guidance","created":"2026-10-10","cited_by_count":0,"area":"wm"}],"next_cursor":null}