Schedule
LLVM-AD @ WACV 2026
| Time | Schedule |
|---|---|
| 13:00-13:10 | Opening Remarks |
| 13:10-13:40 | Keynote: Learning 3D Worlds Without Labels: Occupancy, Semantics, and Dynamics at Scale Dr. Lars Hammarstrand |
| 13:40-13:50 | Paper 5: Lightweight Multi-Scale Fusion for Real-Time Autonomous Driving Segmentation (Remote) |
| 13:50-14:00 | Paper 7: FROST-Drive: Scalable and Efficient End-to-End Driving with a Frozen Vision Encoder (Remote) |
| 14:00-14:10 | Paper 8: Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression (Remote) |
| 14:10-14:20 | Paper 10: Benchmarking Vision-Language Models for Traffic Scene Understanding in Inclement Winter Weather: The AWDB Benchmark |
| 14:20-14:30 | Paper 11: Role of Language-Guidance in Knowledge Distillation for Semantic Segmentation Under Limited Field-Of-View Autonomous Driving |
| 14:30-15:00 | Keynote: Teaching Trackers to Think: From Appearance Matching to Agentic Perception Tong Shen (Remote) |
| 15:00-15:20 | Coffee Break |
| 15:20-15:30 | Paper 12: Less Is More: Agentic Prompt Design for Safe VLM Action Selection (Remote) |
| 15:30-15:40 | Paper 13: Trust-Guided Multimodal LLM Integration with Reinforcement Learning for Autonomous Driving (Remote) |
| 15:40-16:10 | Keynote: Towards robust and efficient VLA for end-to-end autonomous driving Dr. Litian Liu (Remote) |
| 16:10-16:20 | Paper 14: VLA4CoDrive: Vision–Language–Action Dataset for Cooperative Autonomous Driving |
| 16:20-16:30 | Paper 18: 2COOOL: An Evaluation Benchmark for Generating Incident Reports on Out-of-Distribution Hazards in Autonomous Driving (Remote) |
| 16:30-16:40 | Paper 21: GATEPose: A Graph Attention Transformer Enhanced with Pose and Orientation Angles for Pedestrian Crossing Intention Prediction (Remote) |
| 16:40-17:00 | Summary & Closing Remarks |