3 citations · 3 across the 3 of their papers we have counts for
3 papers
Anomaly detection using Diffusion-based methods
Aryan Bhosale, Samrat Mukherjee, Biplab Banerjee +1
This paper explores the utility of diffusion-based models for anomaly detection, focusing on their efficacy in identifying deviations in both compact and high-resolution datasets.…
Deep evolving semi-supervised anomaly detection
Jack Belham, Aryan Bhosale, Samrat Mukherjee +2
The aim of this paper is to formalise the task of continual semi-supervised anomaly detection (CSAD), with the aim of highlighting the importance of such a problem formulation whic…
Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection
Samrat Mukherjee, Dibyanayan Bandyopadhyay, Baban Gain +1
Diabetic Retinopathy (DR) is a prevalent illness associated with Diabetes which, if left untreated, can result in irreversible blindness. Deep Learning based systems are gradually…