938 citations · 1.2k across the 12 of their papers we have counts for
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An Overview of Deep Learning Architectures in Few-Shot Learning Domain
Shruti Jadon, Aryan Jadon
Since 2012, Deep learning has revolutionized Artificial Intelligence and has achieved state-of-the-art outcomes in different domains, ranging from Image Classification to Speech Ge…
A survey of loss functions for semantic segmentation
Shruti Jadon
Image Segmentation has been an active field of research as it has a wide range of applications, ranging from automated disease detection to self-driving cars. In the past five year…
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial
Shruti Jadon, Owen P. Leary, Ian Pan +4
Automated segmentation of medical imaging is of broad interest to clinicians and machine learning researchers alike. The goal of segmentation is to increase efficiency and simplici…
SSM-Net for Plants Disease Identification in Low Data Regime
Shruti Jadon
Plant disease detection is an essential factor in increasing agricultural production. Due to the difficulty of disease detection, farmers spray various pesticides on their crops to…