What we work on
Research
Our faculty publish at premier AI venues across machine learning, computer vision, NLP, robotics, and AI for societal good. See our publications for the full list.
Research Areas
NeurIPS · ICML · ICLR
Machine Learning
Foundational and applied research in deep learning, generative models, Bayesian learning, graphical models, reinforcement learning, and optimization.
CVPR · ICCV · ECCV
Computer Vision
Image understanding, video analysis, 3D reconstruction, visual reasoning, and robust perception for autonomous systems.
ACL · EMNLP · NAACL
Natural Language Processing
Language models, machine translation, information extraction, conversational AI, and speech systems.
ICRA · IROS · RSS
Robotics & Autonomous Systems
Robot perception, planning, manipulation, multi-robot systems, visual servoing, and autonomous vehicles.
MICCAI · CHIL
AI for Healthcare
Medical image analysis, biomedical signal processing, clinical NLP, drug discovery, and digital health.
FAccT · AIES
Responsible AI
Fairness, accountability, transparency, differential privacy, explainability, and societal impact of AI.
EC · WINE · SAGT
Game Theory & Mechanism Design
Algorithmic game theory, mechanism design, computational social choice, multi-agent systems, and AI economics.
Applied AI
AI for Agriculture
Machine learning and computer vision applications for precision agriculture, crop disease detection, and yield prediction.
Research Infrastructure
Centre for Research and Innovation in AI क्रिया / KRIYA
KRIYA is the department’s dedicated research centre, housing high-performance GPU clusters, collaborative lab spaces, and interdisciplinary project teams. It supports both long-horizon fundamental research and applied collaborations with industry and government.
Browse our publications →