Invited Talks Delivered

February 19, 2026 — IIEST Shibpur
Dr. Pravin Nair delivered the talk “Fast and Efficient Attention for Pretrained Image and Video AI Models”.

February 20, 2026 — Jadavpur University
Dr. Pravin Nair delivered the talk “Fast and Efficient Attention for Pretrained Image and Video AI Models”.

Invited Talk Delivered

February 23, 2026 — ISI Kolkata
Dr. Pravin Nair delivered the talk “Provably Contractive Image Regularization using Learning-Based 1-Lipschitz Denoisers”.

Softmax is 1/2-Lipschitz: A Tight Bound Across All ℓ_p Norms

Pravin Nair — TMLR, 2025.

Detecting Localized Deepfake Manipulations

Tharun Anand, Siva Sankar, Pravin Nair — CVPR Workshops, 2025.

MS/PhD Positions Open

The AIS Lab is currently inviting applications for MS and PhD positions in computational imaging, image restoration, and machine learning. Interested candidates are encouraged to reach out with their CV and research interests.

IITM Summer Fellowship Programme

Applications are open for undergraduate research internships.