Pravin Nair

Dr. Pravin Nair

Assistant Professor

Department of Electrical Engineering

Indian Institute of Technology, Madras

Webpage

Research Interests

As a dedicated researcher in computer vision, I have innovated in image and video restoration algorithms, advancing the field through traditional and deep learning methods to solve imaging inverse problems. My vision is to establish a research group dedicated to the mathematical analysis and development of image reconstruction algorithms for both real-time and non-real-time applications.

Current Students

Ph.D. Students

Nandhini

Nandhini (July 2025 – )

– A theoretical framework for determining the optimal probabilistic trajectory that evolves toward the data distribution.

Sreedeepthi

Annadanam Tiruvengala Sreedeepthi (Jan 2025 – )

– Video stabilization using deep learning.

Wanmathy

Wanmathy (Co-guide: Prof. Saurav Prakash) (Jan 2025 – )

Masters by Research

Karthik

Karthik Palaniappan (July 2025 – )

– Efficient attention approximation algorithms for fast inference on edge devices.

Anuska

Anuska Roy (Jan 2026 – )

– Faster sampling methods for deep generative models.

Shubhi

Shubhi Sushil Shukla (Jan 2025 – )

– Building provably contractive denoisers for convergent restoration.

Undergraduate Students

Research Interns

Completed

Undergraduate Students

Project Associates