Perceive With Confidence: Statistical Safety Assurances for Navigation with Learning-Based Perception

Zhiting Mei, Anushri Dixit, Meghan Booker +5

Rapid advances in perception have enabled large pre-trained models to be used out of the box for transforming high-dimensional, noisy, and partial observations of the world into ri…