Medical Image Analysis
ML and Remote Sensing for Sustainability, Satellite-based Mapping using Deep Learning Techniques
Intelligent Cyber Physical Systems
Deep Neural Hashing for Medical lmage Retrieval
nandyasmita@kgpian.iitkgp.ac.in
DetailsActivity Recognition using Machine Learning
Theoretical deep learning with emphasis on structured pruning, optimization, robustness and regularization
RT Resource Allocation for Precedence-constrained Workloads in Distributed Environments
Causality and interpretable ML for Climate Sciences
Application-customized Resource Allocation in MECs
Music Cognition, Neuro information science, Emotion analytics, Deep Learning
AI-based vulnerability detection for IoT framework
Reinforcement Learning
Research Area : NLP, Assistive Technology
Projects:
"Automated Evaluation and Feedback Generation through Personalized Learning"
Explainable Artificial Intelligence
rajkrishanghosh@kgpian.iitkgp.ac.in
Details
Natural Language Processing
Positive Unlabeled Learning (PU Learning)
Secure machine learning
Computer Vision, Robustness of Deep Neural Networks
sista.raviteja@kgpian.iitkgp.ac.in
DetailsSurgical Video Analytics and Surgical Informatics
Causality Learning using DL based Neural/Generative Model. Publication : Exploring Causality Aware Data Synthesis
Natural Language Processing
Machine Learning for Climate Modelling; Spatio-temporal Surrogate Models based on Deep Learning
Deep Learning for Climate Science
Smart Assembly Line Balancing in Flexible Manufacturing Systems - Optimization using Meta Heuristic techniques, Semi-supervised learning, Reinforcement learning
Knowledge Graphs for Oil and Gas
Neuro-symbolic aspects and adversarial robustness of Deep Neural Network