Pawit Kochakarn

Explainable Action Prediction through Self-Supervision on Scene Graphs

This work explores scene graphs as a distilled representation of high-level information for autonomous driving, applied to future driver-action prediction. Given the scarcity and strong imbalance of data samples, we propose a self-supervision pipeline to infer representative and well-separated embed…