36 citations · 36 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 36 cited
Understanding Calibration of Deep Neural Networks for Medical Image Classification
Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan +1
In the field of medical image analysis, achieving high accuracy is not enough; ensuring well-calibrated predictions is also crucial. Confidence scores of a deep neural network play…
cs.CV2022
Leveraging Different Learning Styles for Improved Knowledge Distillation in Biomedical Imaging
Usma Niyaz, Abhishek Singh Sambyal, Deepti R. Bathula
Learning style refers to a type of training mechanism adopted by an individual to gain new knowledge. As suggested by the VARK model, humans have different learning preferences, li…