1 citations · 1 across the 6 of their papers we have counts for
3 papers · 1 filter
Selective Prior Synchronization via SYNC Loss
Ishan Mishra, Jiajie Li, Deepak Mishra +1
Prediction under uncertainty is a critical requirement for the deep neural network to succeed responsibly. This paper focuses on selective prediction, which allows DNNs to make inf…
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
Jiajie Li, Brian R Quaranto, Chenhui Xu +5
We present RASO, a foundation model designed to Recognize Any Surgical Object, offering robust open-set recognition capabilities across a broad range of surgical procedures and obj…
Distilling Calibrated Student from an Uncalibrated Teacher
Ishan Mishra, Sethu Vamsi Krishna, Deepak Mishra
Knowledge distillation is a common technique for improving the performance of a shallow student network by transferring information from a teacher network, which in general, is com…