| DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation | Jul 21, 2021 | Accident AnticipationDecision Making | CodeCode Available | 1 |
| A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents | Jun 18, 2021 | Accident AnticipationAction Anticipation | CodeCode Available | 1 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 |
| Traffic Accident Benchmark for Causality Recognition | Aug 1, 2020 | Accident Anticipation | CodeCode Available | 1 |
| World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving | Jul 17, 2025 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions | May 12, 2025 | Accident AnticipationPrediction | —Unverified | 0 |
| EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis | Mar 16, 2025 | Accident AnticipationVideo Generation | —Unverified | 0 |
| Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling | Sep 2, 2024 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions | Jul 25, 2024 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models | Jul 23, 2024 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| Reinforcement Learning for Predicting Traffic Accidents | Dec 9, 2022 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents | Jul 31, 2021 | Accident AnticipationDecision Making | CodeCode Available | 0 |
| Global Feature Aggregation for Accident Anticipation | Jun 16, 2020 | Accident AnticipationAutonomous Vehicles | —Unverified | 0 |
| Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB | Apr 8, 2018 | Accident Anticipation | —Unverified | 0 |
| Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization | May 18, 2017 | Accident Anticipation | —Unverified | 0 |
