Research Groups

Research Focus

Members

1

AI and High Performance Computing System

AI and HPC research focuses on:

• Deep Learning Optimization
• AI-Driven HPC
• Quantum Computing and AI
• Neuroscience-inspired Computational Models
• Large-scale Data Processing
• Edge Computing and AI
• Healthcare and Drug Discovery
• Climate and Environmental Modeling
• Using HPC resources for data-heavy computations.

Mr. Binu A
Mr. Willson Joseph
Dr. Varghese Chooralil

2

Machine Learning and Deep Learning

Research in ML and DL encompasses a wide range of topics, across various domains. Some key focus areas are:

Model architecture development to discover optimal architectures for specific tasks

Transfer Learning and Domain Adaptation

Reinforcement learning for domains such as Robotics, Gaming, and Autonomous systems

Developing Generative Models for tasks like image synthesis, text generation, and more

Graph Machine Learning for social networks analysis, bioinformatics, and recommendation systems

• Forecasting and analyzing time series data

Dr. Lakshmi K.S
Ms. Chinchu Krishna
Ms. Aiswarya Mohan
Ms. Liyan Grace Shaji
Ms. Sujitha B Cherkottu
Ms. Nafla Iqbal

3

Text and Speech Analytics

Some key research focuses within text and speech analytics:

Natural Language Processing (NLP)

Sentiment Analysis and Opinion Mining

Text Generation and Summarization

Machine Translation

Speech Recognition and Processing

Speaker Identification and Verification

Dialogue Systems and Conversational Agents

Information Retrieval and Extraction

Contextual and Transfer Learning

Multimodal Analysis

Dr.Jithin Mathews
Dr. Sherly K.K
Ms. Diana Mathew