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Research projects

Projects

Faculty in the AI department at IIT Hyderabad are involved in many projects with the Government as well as industry. Here is an indicative list of projects currently being handled (or handled in recent past) by the department faculty.

Projects in the past

Deep Learning for Long-Tailed Computer Vision Tasks

PI: Dr Konda Redddy M

SERB · 2023-2025

Development of Real-time Video perception capabilities for an Autonomous Robot

PI: Dr. Sumohana Channappayya, Dr. Vineeth N. Balasubramanian

DRDO · 2022-2026

Development of Real-time audio and speech processing modules for robot audition

PI: Dr. Sri Rama Murthy K, Dr. Aditya Siripuram

DRDO · 2022-2026

Learning in the Presence of Strategic Agents

PI: Dr. Ganesh Ghalme, Dr. Vineeth Balasubramanian, Dr. Shweta Jain (IIT Ropar)

SERB-CRG · 2022-2025

Earthquake Early Warning System (EEWS) Using Deep Learning Approaches

PI: Prof. C Krishna Mohan

Ministry of Earth Sciences · 2022-2025

Development of Digital Scene Matching Area Correlation (DSMAC) Algorithms and Prototype System

PI: Dr. Sumohana Channappayya, Dr. Amit Acharyya

Ministry of Earth Sciences · 2021-2023

Generating Autosuggests for Search Queries

PI: Dr. Maunendra Sankar Desarkar

Microsoft · 2021-2023

Getting better business insights with Alternative Data Sources

PI: Dr. Srijith PK, Dr. Maunendra Sankar Desarkar

Accenture Advanced Technology Labs · 2020-2022

Advanced vision Technologies for Road Mobility and Safety

PI: Dr. Vineeth Balasubramiam, Dr. Srijith PK

SERB · 2019-2023

Ongoing Projects

Weakly supervised object detection from aerial imagery for digital addressing

Explainability of Vision Transformers

Facial scanning

op2

Multi-Arm Bandits, Strategic Classification, Bayesian Persuasion

Fairness in Multi-Agent Multi-Arm Bandits, Best Arm Identification

Development of Real-Time Audio and Speech Modules for Robot Audition

NLP for doctor-patient conversations

Machine Translation and LLMs

Domain Adaptation

Bayesian Causal Discovery

Strategic Classification

Modeling Latent Space as GMM for Generative Models

Machine Unlearning in LLMs (Knowledge Unlearning)

Continual Learning for NLP, LLMs for Misinformation

Generation and Detection, RAG

Continual Learning based on Neuro-Inspired Architectures

How incentives influence customer load reduction in smart grid using multi-arm bandits.

Framework and Algorithms for RAN Intelligence Controllers

Multi-model object detection model for autonomous navigation

Adversarial Attacks and robustness in Autonomous Vehicles.

Simulation for Autonomous Vehicles

GPS Denied Indoor UAV Navigation using Reinforcement Learning

AI Algorithms for Arm Manipulator Robot (TAMP)

Autonomous vehicles