TUM-AVS / FM-AD-SurveyLinks
This repository collects research papers of large Foundation Models for Scenario Generation and Analysis in Autonomous Driving. The repository will be continuously updated to track the latest update.
☆55Updated last month
Alternatives and similar repositories for FM-AD-Survey
Users that are interested in FM-AD-Survey are comparing it to the libraries listed below
Sorting:
- ☆122Updated this week
- [ArXiv 2025] Pseudo-Simulation for Autonomous Driving; [NeurIPS 2024] NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and …☆574Updated last month
- a comprehensive and critical synthesis of the emerging role of GenAI across the full autonomous driving stack☆114Updated last month
- [CoRL 2024] The official code for paper "Promptable Closed-loop Traffic Simulation"☆65Updated 8 months ago
- ☆279Updated 7 months ago
- [ECCV'24] SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic☆192Updated this week
- Repo of "GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving"☆233Updated this week
- [RA-L 2024] DriveSceneGen: Generating Diverse and Realistic Driving Scenarios from Scratch☆48Updated last month
- [CVPR 2025, Spotlight] SimLingo (CarLLava): Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment☆142Updated 2 weeks ago
- [ICLR 2025 Oral] The official implementation of "Diffusion-Based Planning for Autonomous Driving with Flexible Guidance"☆561Updated 3 months ago
- Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models. CVPR Oral 2025.☆125Updated 3 months ago
- NeuroNCAP benchmark for end-to-end autonomous driving☆193Updated 9 months ago
- A curated list of world models for autonomous driving. Keep updated.☆347Updated this week
- ICCV 2025 | Nexus: Decoupled Diffusion Sparks Adaptive Scene Generation☆81Updated 2 weeks ago
- Closed-Loop RL Fine-Tuning for Realistic and Controllable Traffic Simulation☆65Updated this week
- [CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction☆241Updated 4 months ago
- [CoRL 2023] The official code for paper "Language Conditioned Traffic Generation"☆82Updated last year
- ☆230Updated last year
- [CVPR 2025] Official Repository for Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments☆165Updated last week
- World Model based Autonomous Driving Platform in CARLA☆236Updated 2 weeks ago
- Carla 0.9.15 and Autoware Universe Humble☆178Updated 3 months ago
- [IROS 2025] Dual-Layer Planning for Reasoning in Autonomous Driving☆34Updated 7 months ago
- ☆127Updated last year
- Download the NuPlan Dataset directly from the terminal☆35Updated 5 months ago
- [ICRA'2024] Rethinking Imitation-based Planner for Autonomous Driving☆315Updated last year
- VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning☆47Updated 4 months ago
- ReSim: Reliable World Simulation for Autonomous Driving☆97Updated 2 weeks ago
- ☆41Updated last month
- (ICLR2025) Enhancing End-to-End Autonomous Driving with Latent World Model☆199Updated 2 weeks ago
- [ECCV 2024] GenAD: Generative End-to-End Autonomous Driving☆415Updated last month