{"total":22,"rows":[{"id":"2509.07996","title":"3D and 4D World Modeling: A Survey","created":"2025-09-04","cited_by_count":67,"area":"wm"},{"id":"2501.11260","title":"A Survey of World Models for Autonomous Driving","created":"2025-01-20","cited_by_count":60,"area":"wm"},{"id":"2410.18084","title":"DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes","created":"2024-10-23","cited_by_count":38,"area":"wm"},{"id":"2502.10498","title":"The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey","created":"2025-02-14","cited_by_count":29,"area":"wm"},{"id":"2508.03692","title":"LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences","created":"2025-08-05","cited_by_count":17,"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":"2412.02241","title":"Fast LiDAR Data Generation with Rectified Flows","created":"2024-12-03","cited_by_count":14,"area":"wm"},{"id":"2504.13561","title":"WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion","created":"2025-04-18","cited_by_count":12,"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":"2412.07385","title":"LOGen: Toward Lidar Object Generation by Point Diffusion","created":"2024-12-10","cited_by_count":9,"area":"wm"},{"id":"2602.02002","title":"UniDriveDreamer: A Single-Stage Multimodal World Model for Autonomous Driving","created":"2026-02-02","cited_by_count":9,"area":"wm"},{"id":"2512.02982","title":"U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences","created":"2025-12-02","cited_by_count":7,"area":"wm"},{"id":"2508.03690","title":"Veila: Panoramic LiDAR Generation from a Monocular RGB Image","created":"2025-08-05","cited_by_count":5,"area":"wm"},{"id":"2602.19064","title":"L3DR: 3D-aware LiDAR Diffusion and Rectification","created":"2026-02-22","cited_by_count":3,"area":"wm"},{"id":"2606.00133","title":"World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications","created":"2026-05-28","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":"2509.11959","title":"Learning to Generate 4D LiDAR Sequences","created":"2025-09-15","cited_by_count":2,"area":"wm"},{"id":"2511.21256","title":"LaGen: Towards Autoregressive LiDAR Scene Generation","created":"2025-11-26","cited_by_count":2,"area":"wm"},{"id":"2601.07692","title":"R3DPA: Leveraging 3D Representation Alignment and RGB Pretrained Priors for LiDAR Scene Generation","created":"2026-01-12","cited_by_count":2,"area":"wm"},{"id":"2605.13815","title":"OmniLiDAR: A Unified Diffusion Framework for Multi-Domain 3D LiDAR Generation","created":"2026-05-13","cited_by_count":2,"area":"wm"},{"id":"2511.16049","title":"LiSTAR: Ray-Centric World Models for 4D LiDAR Sequences in Autonomous Driving","created":"2025-11-20","cited_by_count":0,"area":"wm"},{"id":"2610.19201","title":"Into the LidarVerse: A Real-Time Unified LiDAR World Model Across Tasks and Sensors","created":"2026-10-13","cited_by_count":0,"area":"wm"}],"next_cursor":null}