Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published 6 days ago • 211
U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences Paper • 2512.02982 • Published Dec 2, 2025 • 2
EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing Paper • 2512.11715 • Published Dec 12, 2025
WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World Paper • 2512.10958 • Published Dec 11, 2025 • 1
Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future Paper • 2512.16760 • Published Dec 18, 2025 • 15
Forging Spatial Intelligence: A Roadmap of Multi-Modal Data Pre-Training for Autonomous Systems Paper • 2512.24385 • Published Dec 30, 2025 • 8
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published 10 days ago • 89
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published 10 days ago • 89
Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future Paper • 2512.16760 • Published Dec 18, 2025 • 15
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Paper • 2405.05258 • Published May 8, 2024
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations Paper • 2507.05260 • Published Jul 7, 2025
An Empirical Study of Training State-of-the-Art LiDAR Segmentation Models Paper • 2405.14870 • Published May 23, 2024
Veila: Panoramic LiDAR Generation from a Monocular RGB Image Paper • 2508.03690 • Published Aug 5, 2025
SuperFlow++: Enhanced Spatiotemporal Consistency for Cross-Modal Data Pretraining Paper • 2503.19912 • Published Mar 25, 2025
Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation Paper • 2407.15282 • Published Jul 21, 2024
SEE4D: Pose-Free 4D Generation via Auto-Regressive Video Inpainting Paper • 2510.26796 • Published Oct 30, 2025 • 1
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning Paper • 2510.02240 • Published Oct 2, 2025 • 18
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence Paper • 2510.20579 • Published Oct 23, 2025 • 56