Nithin Gopalakrishnan Nair

According to our database, Nithin Gopalakrishnan Nair authored at least 28 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scale-Wise VAR is Secretly Discrete Diffusion.

Amandeep Kumar, Nithin Gopalakrishnan Nair, Vishal M. Patel

CoRR, September, 2025

Scaling Transformer-Based Novel View Synthesis Models with Token Disentanglement and Synthetic Data.

Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi, Jungyeon Park

CoRR, September, 2025

PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition.

Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors.

Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection.

Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

MedDataset: Synthesizing Infinite Image and Segmentation Data Using Diffusion Models.

Vibashan Vishnukuamr Sharmini, Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Diffusion-Derep: Removing Sample Replication During Diffusion Inference.

Nithin Gopalakrishnan Nair, Vibashan Vishnukuamr Sharmini, Vishal M. Patel

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration.

Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Dreamguider: Improved Training free Diffusion-based Conditional Generation.

Nithin Gopalakrishnan Nair, Vishal M. Patel

CoRR, 2024

Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers.

Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel

CoRR, 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation.

Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel

Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models.

Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel

Proceedings of the Computer Vision - ECCV 2024, 2024

CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models.

Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

SAR Despeckling Using a Denoising Diffusion Probabilistic Model.

Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

IEEE Geosci. Remote. Sens. Lett., 2023

Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models.

Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

CoRR, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models.

Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models.

Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Uncertainty Aware Kernel Estimation and Edge Preserving Attention for Blind Image Deblurring.

Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022

Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors.

Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel

CoRR, 2022

Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models.

Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

CoRR, 2022

AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models.

Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel

CoRR, 2022

DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models.

Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel

CoRR, 2022

Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models.

Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

CoRR, 2022

NBD-GAP: Non-Blind Image Deblurring without Clean Target Images.

Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration.

Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Confidence Guided Network For Atmospheric Turbulence Mitigation.

Nithin Gopalakrishnan Nair, Vishal M. Patel

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021