16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 16 cited
Representation Based Complexity Measures for Predicting Generalization in Deep Learning
Parth Natekar, Manik Sharma
Deep Neural Networks can generalize despite being significantly overparametrized. Recent research has tried to examine this phenomenon from various view points and to provide bound…
eess.IV2019
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis
Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi
The accurate automatic segmentation of gliomas and its intra-tumoral structures is important not only for treatment planning but also for follow-up evaluations. Several methods bas…