New technologies for improving the accuracy of #Neuroimaging: A stochastic Gaussian-masked #denoiser significantly enhances the visualization of subcellular structures and neural dynamics without requiring training data. doi.org/10.4103/ATN.... #Neuroscience #Microscopy #CalciumImaging #Bioimaging

The Diffusion Process as a Correlation Machine: Linear Denoising Insights

Dana Weitzner, Mauricio Delbracio, Peyman Milanfar, Raja Giryes

Action editor: Arno Solin

https://openreview.net/forum?id=FGDJOc27rt

#denoising #denoisers #denoiser

Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified Robustness

Suhyeok Jang, Seojin Kim, Jinwoo Shin, Jongheon Jeong

Action editor: Guillermo Ortiz-Jimenez

https://openreview.net/forum?id=99GovbuMcP

#adversarial #denoised #denoiser

Single-Shot Plug-and-Play Methods for Inverse Problems

Yanqi Cheng, Lipei Zhang, Zhenda Shen et al.

Action editor: Alain Oliviero Durmus

https://openreview.net/forum?id=vXevE43NxF

#denoisers #denoiser #inverse