Nithin Gopalakrishnan Nair

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 25

Top Topics

Ringing Artifacts

Diffusion Models

Atmospheric Turbulence

Image Deblurring

Top Venues

Publications

Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa
Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration. WACV (2024)
Nithin Gopalakrishnan Nair, Vishal M. Patel
Dreamguider: Improved Training free Diffusion-based Conditional Generation. CoRR (2024)
Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers. CoRR (2024)
Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation. MIUA (2) (2024)
Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models. CoRR (2024)
Nithin Gopalakrishnan Nair, Vishal M. Patel
Uncertainty Aware Kernel Estimation and Edge Preserving Attention for Blind Image Deblurring. CAMSAP (2023)
Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis. ICCV (2023)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models. CVPR (2023)
Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models. CoRR (2023)
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
SAR Despeckling Using a Denoising Diffusion Probabilistic Model. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation. CoRR (2023)
Nithin Gopalakrishnan Nair, Vishal M. Patel
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models. FG (2023)
Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis. CoRR (2023)
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
A comparison of different atmospheric turbulence simulation methods for image restoration. CoRR (2022)
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models. CoRR (2022)
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
SAR Despeckling using a Denoising Diffusion Probabilistic Model. CoRR (2022)
Nithin Gopalakrishnan Nair, Vishal M. Patel
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models. CoRR (2022)
Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors. CoRR (2022)
Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images. CoRR (2022)
Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel
NBD-GAP: Non-Blind Image Deblurring without Clean Target Images. ICIP (2022)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models. CoRR (2022)
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models. CoRR (2022)
Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel
DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models. CoRR (2022)
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration. ICIP (2022)
Nithin Gopalakrishnan Nair, Vishal M. Patel
Confidence Guided Network For Atmospheric Turbulence Mitigation. ICIP (2021)