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 some projects currently being handled (or handled in recent past) by the department faculty members.

Ongoing Projects

Weakly supervised object detection from aerial imagery
for digital addressing
Explainability of Vision Transformers
Facial scanning

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

Projects in the past

Deep Learning for Long-Tailed Computer Vision Tasks

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

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

Learning in the Presence of Strategic Agents

Earthquake Early Warning System (EEWS) Using Deep Learning Approaches

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

Generating Autosuggests for Search Queries

Getting better business insights with Alternative Data Sources

Advanced vision Technologies for Road Mobility and Safety