{"total":26,"rows":[{"id":"2310.01412","title":"DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model","created":"2023-10-02","cited_by_count":461,"area":"mllm"},{"id":"2311.12320","title":"A Survey on Multimodal Large Language Models for Autonomous Driving","created":"2023-11-21","cited_by_count":290,"area":"mllm"},{"id":"2310.14414","title":"Vision Language Models in Autonomous Driving: A Survey and Outlook","created":"2023-10-22","cited_by_count":126,"area":"mllm"},{"id":"2312.00438","title":"Dolphins: Multimodal Language Model for Driving","created":"2023-12-01","cited_by_count":124,"area":"mllm"},{"id":"2501.04003","title":"Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives","created":"2025-01-07","cited_by_count":122,"area":"mllm"},{"id":"2311.05332","title":"On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving","created":"2023-11-09","cited_by_count":80,"area":"mllm"},{"id":"2506.24044","title":"A Survey on Vision-Language-Action Models for Autonomous Driving","created":"2025-06-30","cited_by_count":72,"area":"mllm"},{"id":"2406.10165","title":"CarLLaVA: Vision language models for camera-only closed-loop driving","created":"2024-06-14","cited_by_count":57,"area":"mllm"},{"id":"2408.09251","title":"V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models","created":"2024-08-17","cited_by_count":47,"area":"mllm"},{"id":"2501.09757","title":"Distilling Multi-modal Large Language Models for Autonomous Driving","created":"2025-01-16","cited_by_count":46,"area":"mllm"},{"id":"2405.10255","title":"When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models","created":"2024-05-16","cited_by_count":43,"area":"mllm"},{"id":"2505.16805","title":"SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving","created":"2025-05-22","cited_by_count":21,"area":"mllm"},{"id":"2409.06450","title":"Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles","created":"2024-09-10","cited_by_count":18,"area":"mllm"},{"id":"2503.13861","title":"RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving","created":"2025-03-18","cited_by_count":18,"area":"mllm"},{"id":"2406.05651","title":"A Superalignment Framework in Autonomous Driving with Large Language Models","created":"2024-06-09","cited_by_count":5,"area":"mllm"},{"id":"2410.08616","title":"Dual-AEB: Synergizing Rule-Based and Multimodal Large Language Models for Effective Emergency Braking","created":"2024-10-11","cited_by_count":5,"area":"mllm"},{"id":"2503.11400","title":"A Framework for a Capability-driven Evaluation of Scenario Understanding for Multimodal Large Language Models in Autonomous Driving","created":"2025-03-14","cited_by_count":5,"area":"mllm"},{"id":"2406.03071","title":"Exploiting LMM-based knowledge for image classification tasks","created":"2024-06-05","cited_by_count":2,"area":"mllm"},{"id":"2507.18447","title":"PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior","created":"2025-07-24","cited_by_count":2,"area":"mllm"},{"id":"2508.10955","title":"Empowering Multimodal LLMs with External Tools: A Comprehensive Survey","created":"2025-08-14","cited_by_count":2,"area":"mllm"},{"id":"2509.02966","title":"KEPT: Knowledge-Enhanced Prediction of Trajectories from Consecutive Driving Frames with Vision-Language Models","created":"2025-09-03","cited_by_count":1,"area":"mllm"},{"id":"2605.25393","title":"Decision-Making with Lightweight Confidence-Aware Language Model for Autonomous Driving","created":"2026-05-25","cited_by_count":1,"area":"mllm"},{"id":"2607.00283","title":"What's Hidden Matters: Identifying Planning-Critical Occluded Agents using Vision-Language Models","created":"2026-07-01","cited_by_count":1,"area":"mllm"},{"id":"2510.01126","title":"Strategic Fusion of Vision Language Models: Shapley-Credited Context-Aware Dawid-Skene for Multi-Label Tasks in Autonomous Driving","created":"2025-10-01","cited_by_count":0,"area":"mllm"},{"id":"2604.04564","title":"Visual Prompt Based Reasoning for Offroad Mapping using Multimodal LLMs","created":"2026-04-06","cited_by_count":0,"area":"mllm"},{"id":"2610.01531","title":"Towards Reliable Vision-Language Models for Autonomous Driving","created":"2026-10-01","cited_by_count":0,"area":"mllm"}],"next_cursor":null}