Schedule
Workshop Date: March 4, 2025 (MST)
Workshop Location: AZ Ballroom Salon 12
Zoom: https://purdue-edu.zoom.us/j/96964702241
Please find the workshop schedule below (MST):
| Time | Event |
|---|---|
| 13:00 – 13:10 | Opening Remarks |
| 13:10 – 13:40 | Keynote: Representation Alignment for Autonomous Driving (Dr. Burhan Yaman) |
| 13:40 – 13:50 | Paper Presentation: Language-Driven Active Learning for Diverse Open-Set 3D Object Detection |
| 13:50 – 14:00 | Paper Presentation: Scenario understanding of traffic scenes through Large Visual Language Models |
| 14:00 – 14:10 | Paper Presentation: Enhancing Weakly-Supervised Object Detection on Static Images through (Hallucinated) Motion |
| 14:10 – 14:20 | Paper Presentation: Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D Gaussians |
| 14:20 – 14:50 | Keynote: Towards Safe Open-World Autonomy (Dr. Manmohan Chandraker) |
| 14:50 – 15:10 | Coffee Break |
| 15:10 – 15:20 | Paper Presentation: ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding |
| 15:20 – 15:30 | Paper Presentation: VLMine: Long-Tail Data Mining with Vision Language Models |
| 15:30 – 15:40 | Paper Presentation: SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving |
| 15:40 – 16:10 | Keynote: Fast-Slow Dual Autonomous Driving Systems (Dr. Hang Zhao) |
| 16:10 – 16:20 | Paper Presentation: Glimpse of MCQ based VQA in Road & Traffic Scenarios |
| 16:20 – 16:30 | Paper Presentation: OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving |
| 16:30 – 16:40 | Paper Presentation: Evaluating Multimodal Vision-Language Model Prompting Strategies for Visual Question Answering in Road Scene Understanding |
| 16:40 – 17:00 | Summary & Closing Remarks |