Nithin Gopalakrishnan Nair

38 papers A* 4A 4B 5Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection.
WACV
Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel
2025 — conf
Diffusion-Derep: Removing Sample Replication During Diffusion Inference.
ISBI
Nithin Gopalakrishnan Nair, Vibashan Vishnukuamr Sharmini, Vishal M. Patel
2025 A* conf
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration.
CVPR
Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel
2025 B conf
Improved Representation Learning for Unconstrained Face Recognition.
FG
Nithin Gopalakrishnan Nair, Kartik Narayan, Maitreya Suin, Ram Prabhakar Kathirvel, Jennifer Xu, Soraya Stevens, Joshua Gleason, Nathan Shnidman, Rama Chellappa, Vishal Patel
2025 A conf
Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors.
WACV
Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel
2025 — conf
MedDataset: Synthesizing Infinite Image and Segmentation Data Using Diffusion Models.
ISBI
Vibashan Vishnukuamr Sharmini, Nithin Gopalakrishnan Nair, Vishal M. Patel
2025 A conf
PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition.
WACV
Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel
2025 J jnl
Scale-Wise VAR is Secretly Discrete Diffusion.
CoRR
Amandeep Kumar, Nithin Gopalakrishnan Nair, Vishal M. Patel
2025 J jnl
Scaling Transformer-Based Novel View Synthesis Models with Token Disentanglement and Synthetic Data.
CoRR
Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi, Jungyeon Park
2024 — conf
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation.
MIUA (2)
Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
2024 A* conf
CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models.
CVPR
Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2024 J jnl
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers.
CoRR
Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel
2024 A conf
Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration.
WACV
Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa
2024 J jnl
Dreamguider: Improved Training free Diffusion-based Conditional Generation.
CoRR
Nithin Gopalakrishnan Nair, Vishal M. Patel
2024 J jnl
GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration.
CoRR
Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape, Vishal M. Patel
2024 J jnl
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models.
CoRR
Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel
2024 — conf
MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models.
ECCV (38)
Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel
2024 J jnl
PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition.
CoRR
Kartik Narayan, Nithin Gopalakrishnan Nair, Jennifer Xu, Rama Chellappa, Vishal M. Patel
2023 J jnl
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation.
CoRR
Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
2023 J jnl
Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models.
CoRR
Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2023 J jnl
SAR Despeckling Using a Denoising Diffusion Probabilistic Model.
IEEE Geosci. Remote. Sens. Lett.
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2023 A* conf
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis.
ICCV
Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks
2023 J jnl
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis.
CoRR
Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks
2023 B conf
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models.
FG
Nithin Gopalakrishnan Nair, Vishal M. Patel
2023 — conf
Uncertainty Aware Kernel Estimation and Edge Preserving Attention for Blind Image Deblurring.
CAMSAP
Nithin Gopalakrishnan Nair, Vishal M. Patel
2023 A* conf
Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models.
CVPR
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2022 B conf
A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration.
ICIP
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
2022 J jnl
A comparison of different atmospheric turbulence simulation methods for image restoration.
CoRR
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
2022 J jnl
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models.
CoRR
Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel
2022 J jnl
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors.
CoRR
Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel
2022 J jnl
DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models.
CoRR
Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel
2022 J jnl
Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models.
CoRR
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2022 J jnl
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images.
CoRR
Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel
2022 B conf
NBD-GAP: Non-Blind Image Deblurring without Clean Target Images.
ICIP
Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel
2022 J jnl
SAR Despeckling using a Denoising Diffusion Probabilistic Model.
CoRR
Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2022 J jnl
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models.
CoRR
Nithin Gopalakrishnan Nair, Vishal M. Patel
2022 J jnl
Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models.
CoRR
Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel
2021 B conf
Confidence Guided Network For Atmospheric Turbulence Mitigation.
ICIP
Nithin Gopalakrishnan Nair, Vishal M. Patel