| 2025 | CVPR | GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration. | Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel |
| 2025 | ICCV | 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 |
| 2025 | WACV | DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection. | Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel |
| 2025 | WACV | Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors. | Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel |
| 2025 | WACV | PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition. | Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel |
| 2024 | CVPR | CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models. | Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2024 | ECCV | MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models. | Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2024 | WACV | 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 |
| 2023 | CVPR | Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models. | Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel |
| 2023 | ICCV | 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 |
| 2022 | ICIP | A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration. | Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel |
| 2022 | ICIP | NBD-GAP: Non-Blind Image Deblurring without Clean Target Images. | Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel |
| 2021 | ICIP | Confidence Guided Network For Atmospheric Turbulence Mitigation. | Nithin Gopalakrishnan Nair, Vishal M. Patel |