Nair, Nithin Gopalakrishnan

11 publications

WACV 2025 DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal Patel

CVPR 2025 GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel

WACV 2025 Improving Conditional Diffusion Models Through Re-Noising from Unconditional Diffusion Priors Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal Patel

WACV 2025 PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel

ICCV 2025 Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi, Jungyeon Park

CVPR 2024 CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

WACV 2024 Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa

ECCV 2024 MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal Patel

WACV 2023 AT-DDPM: Restoring Faces Degraded by Atmospheric Turbulence Using Denoising Diffusion Probabilistic Models Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel

ICCV 2023 Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks

CVPR 2023 Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel