12 citations · 12 across the 2 of their papers we have counts for
3 papers
DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations
Anis Bourou, Saranga Kingkor Mahanta, Thomas Boyer +2
In recent years, deep learning models have been extensively applied to biological data across various modalities. Discriminative deep learning models have excelled at classifying i…
COVID-19 Diagnosis from Cough Acoustics using ConvNets and Data Augmentation
Saranga Kingkor Mahanta, Darsh Kaushik, Shubham Jain +2
With the periodic rise and fall of COVID-19 and countries being inflicted by its waves, an efficient, economic, and effortless diagnosis procedure for the virus has been the utmost…
Deep Neural Network for Musical Instrument Recognition using MFCCs
Saranga Kingkor Mahanta, Abdullah Faiz Ur Rahman Khilji, Partha Pakray
The task of efficient automatic music classification is of vital importance and forms the basis for various advanced applications of AI in the musical domain. Musical instrument re…