Supratim Manna

Supratim Manna

M.Sc Data Science

Defence Institute of Advanced Technology, Pune

Research Interests

GenerativeAI
Diffusion Generative Model
Large language Model
Maritime Research

About

I have worked as an Assistant Professor in GH Raisoni College of Engineering and Management.

My current research focuses on generative models such as Large Language Models (LLMs), Generative Adversarial Networks (GANs), and Diffusion Generatve Models(DGMs). These advanced techniques offer powerful applications from generating realistic images to enhancing data augmentation in machine learning.

I was a MSc student at Defence Institute of Advanced Technology, advised by Dr. Bharath Ramkrishna

Prior to this, I obtained a BSc degree with First Class Honours in Mathematics from Midnapore College(Autonomous).

Selected Publications

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News

2025-01

Our work has been published as chapter of a book series Lecture Notes in Networks and Systems, Springer Nature Singapore

2024-11

Our work has been accepted by a prestigious Conference International Conference on Data Management, Analytics & Innovation 2025