Papers citing 'Abductive Ego-View Accident Video Understanding for Safe Driving Perception'

Title
Accident Anticipation via Temporal Occurrence Prediction Tianhao Zhao Yiyang Zou Zihao Mao Peilun Xiao Yulin Huang Hongda Yang Yuxuan Li Qun Li Guobin Wu Yutian Lin 67 0 0 25 Oct 2025
BADAS: Context Aware Collision Prediction Using Real-World Dashcam Data Roni Goldshmidt Hamish Scott Lorenzo Niccolini Shizhan Zhu Daniel C. Moura Orly Zvitia 64 0 0 16 Oct 2025
iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning Manyi Yao Bingbing Zhuang Sparsh Garg Amit Roy-Chowdhury Christian Shelton Manmohan Chandraker Abhishek Aich LRM 155 0 0 23 Sep 2025
SafePLUG: Empowering Multimodal LLMs with Pixel-Level Insight and Temporal Grounding for Traffic Accident Understanding Zihao Sheng Zilin Huang Yansong Qu Yansong Qu Yuhao Luo Yen-Jung Chen Yue Leng Sikai Chen MLLM 169 1 0 09 Aug 2025
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis Yuan Gao Mattia Piccinini Yuchen Zhang Dingrui Wang Korbinian Moller ... Steven Peters Andrea Stocco Bassam Alrifaee Marco Pavone Johannes Betz 175 15 0 13 Jun 2025
CrashAgent: Crash Scenario Generation via Multi-modal Reasoning Miao Li Wenhao Ding Haohong Lin Yiqi Lyu Yihang Yao Yuyou Zhang Ding Zhao LLMAG 137 2 0 23 May 2025
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis Jianwu Fang Lei-lei Li Zhedong Zheng Hongkai Yu Jianru Xue Zhengguo Li Tat-Seng Chua 153 0 0 16 Mar 2025
Towards Vision Zero: The TUM Traffic Accid3nD Dataset Walter Zimmer Ross Greer Daniel Lehmberg Marc Pavel Holger Caesar ... Mohan M. Trivedi Rui Song Hu Cao Akshay Gopalkrishnan Alois C. Knoll 198 0 0 15 Mar 2025
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 521 10 0 18 Mar 2024