October 2022 PMID 36415333

A fast blind zero-shot denoiser.

Jason Lequyer, Reuben Philip, Amit Sharma, Wen-Hsin Hsu, Laurence Pelletier

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Mentions

Peak: 5 in Nov 2022

across 2 sources since Oct 2022

Extended reach

8,371

potential audience

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Mentions per month

Oct 2022 – Oct 2023

Where it's discussed

X / Twitter6 posts
YouTube2 videos

AI synopsis

What people are saying

The social discussions focus on citing the article and mentioning the authors, such as references to the publication details and automatic mentions of the method name, with little elaboration. The tone is mostly neutral and informational, indicating neither strong support nor opposition, and only moderate curiosity about the technique.

AgreementNeither agree nor disagree

The discussions mainly acknowledge the publication without strongly expressing agreement or disagreement; some just cite the article, indicating neutrality.

InterestModerate interest

There is a mild interest shown, as several discussions mention the technique by name, but without depth or enthusiasm.

EngagementNeutral engagement

Posts are mostly superficial, with some just sharing the title or citation without detailed commentary or analysis.

ImpactNeutral impact

The discussions do not suggest a significant shift in opinions or practices; they seem informational rather than transformative.

Abstract in brief

Image noise is a significant issue in light microscopy, especially for live-cell imaging, requiring low-light conditions for cell viability.
Traditional denoisers rely on large training datasets, which are hard to gather in real-time imaging scenarios.
Noise2Fast introduces a new approach using 'chequerboard downsampling' to train on fewer images, enhancing speed while maintaining accuracy, making it suitable for real-time multi-modal imaging applications.

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All mentions

Fast Zero-Shot Denoising for Light Microscopy Imaging

Image noise is a significant issue in light microscopy, especially for live-cell imaging, requiring low-light conditions for cell viability. Noise2Fast introduces a new approach using chequerboard downsampling to train…

理系論文【毎日読み上げ】 · Sep 10, 2023 20 views

Efficient Zero-Shot Blind Denoising for Live-Cell Microscopy

Image noise is a significant issue in light microscopy, especially for live-cell imaging. Noise2Fast introduces a fast, zero-shot denoising method using chequerboard downsampling, enabling real-time processing with…

Research Paper Everyday · Oct 29, 2023 15 views

BioloGeek

@Nico_BioloGeek · X

RT @vnzloy: "A fast blind zero-shot denoiser. Lequyer J, Philip R, Sharma A, Hsu WH, Pelletier L. Nat Mach Intell. 2022;4(11):953-963. doi:…

Nov 24, 2022 · 2 shares · 1,731 followers View post →

bbscience

@bbsience1 · X

RT @vnzloy: "A fast blind zero-shot denoiser. Lequyer J, Philip R, Sharma A, Hsu WH, Pelletier L. Nat Mach Intell. 2022;4(11):953-963. doi:…

Nov 23, 2022 · 2 shares · 343 followers View post →

Volodymyr Nechyporuk-Zloy

@vnzloy · X

"A fast blind zero-shot denoiser. Lequyer J, Philip R, Sharma A, Hsu WH, Pelletier L. Nat Mach Intell. 2022;4(11):953-963. doi: https://t.co/QJYNGIRuM8" https://t.co/Jigavb46Y7

Nov 23, 2022 · 7 likes · 2 shares · 1,280 followers View post →

Nano IJ

@nanomicroscopy · X

A fast blind zero-shot denoiser https://t.co/KuO0zupcId https://t.co/FewYrnWCYJ

Nov 23, 2022 · 1 like · 594 followers View post →

Super Res Microscopy

@SRMicro_papers · X

A fast blind zero-shot denoiser by Jason Lequyer https://t.co/8WVUBc5KH3

Nov 23, 2022 · 1 like · 3,117 followers View post →

Reluctant Quant

@DrMattCrowson · X

RT A fast blind zero-shot denoiser https://t.co/fLlIyznefI https://t.co/YNl1sqcFy4

Oct 31, 2022 · 1,260 followers View post →