DreamLoop
900,000 crashes happen on wet roads yearly, and AVs go blind in floods. DreamLoop trains perception models on synthetic disasters so they don't have to.
Core trick
Generates synthetic flooded-road scenes in simulation and fine-tunes a perception model on them for autonomous-vehicle detection.