Nithin Gopalakrishnan Nair
- AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation
2023/08/07 by Jay N. Paranjape, Nithin Gopalakrishnan Nair, Paranjape, Jay N. +7 · 4 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models
2022/09/19 by Nithin Gopalakrishnan Nair, Vishal M. Patel, Nair, Nithin Gopalakrishnan +1 · 2 citations
Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Face and Expression Recognition
- GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
2024/11/26 by Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Rajagopalan, Sudarshan +5 · 4 citations
Computer Science · Physics and Astronomy · Engineering · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Optical Systems and Laser Technology
- CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models
2023/03/22 by Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Ranasinghe, Yasiru +5 · 2 citations
Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
- PETALface: Parameter Efficient Transfer Learning for Low-resolution Face Recognition
2024/12/10 by Kartik Narayan, Nithin Gopalakrishnan Nair, Narayan, Kartik +7 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors
2022/12/14 by Kangfu Mei, Nithin Gopalakrishnan Nair, Mei, Kangfu +3 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Image and Signal Denoising Methods