TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving Paper • 2505.17771 • Published May 23, 2025
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Paper • 2209.05324 • Published Sep 12, 2022
LatentVLA: Efficient Vision-Language Models for Autonomous Driving via Latent Action Prediction Paper • 2601.05611 • Published Jan 9
χ_{0}: Resource-Aware Robust Manipulation via Taming Distributional Inconsistencies Paper • 2602.09021 • Published 16 days ago • 25
PlannerRFT: Reinforcing Diffusion Planners through Closed-Loop and Sample-Efficient Fine-Tuning Paper • 2601.12901 • Published Jan 19
$χ_{0}$: Resource-Aware Robust Manipulation via Taming Distributional Inconsistencies Paper • 2602.09021 • Published 16 days ago • 25
VL-LN Bench: Towards Long-horizon Goal-oriented Navigation with Active Dialogs Paper • 2512.22342 • Published Dec 26, 2025 • 9
LoGoPlanner: Localization Grounded Navigation Policy with Metric-aware Visual Geometry Paper • 2512.19629 • Published Dec 22, 2025 • 26
Optimization-Guided Diffusion for Interactive Scene Generation Paper • 2512.07661 • Published Dec 8, 2025 • 3
SimScale: Learning to Drive via Real-World Simulation at Scale Paper • 2511.23369 • Published Nov 28, 2025 • 39
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking Paper • 2406.15349 • Published Jun 21, 2024 • 5
Reinforced Refinement with Self-Aware Expansion for End-to-End Autonomous Driving Paper • 2506.09800 • Published Jun 11, 2025 • 1
CauSight: Learning to Supersense for Visual Causal Discovery Paper • 2512.01827 • Published Dec 1, 2025 • 7
GLEAM: Learning Generalizable Exploration Policy for Active Mapping in Complex 3D Indoor Scenes Paper • 2505.20294 • Published May 26, 2025 • 4
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives Paper • 2501.04003 • Published Jan 7, 2025 • 27
Maximizing Alignment with Minimal Feedback: Efficiently Learning Rewards for Visuomotor Robot Policy Alignment Paper • 2412.04835 • Published Dec 6, 2024 • 2