Conformal Prediction Sets for Instance Segmentation

Kerri Lu, Dan M. Kluger, Stephen Bates +1

Current instance segmentation models achieve high performance on average predictions, but lack principled uncertainty quantification: their outputs are not calibrated, and there is…