Seohoon Jin

The amorphous bottleneck: a recall-optimized ensemble for anomaly detection

Object detectors trained on rigid, well-defined targets tend to break down when the thing they are looking for has soft edges that blur into the surrounding texture, a compound failure we call the Amorphous Bottleneck. We study it on a road defect benchmark and find that most labeled cracks sit below the psychophysical...