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20172026
most citedDeveloping and Evaluating Deep Neural Network-based Denoising for Nanoparticle TEM Images with Ultra-low Signal-to-Noise

53 citations · 155 across the 14 of their papers we have counts for

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2 papers · 1 filter

eess.IV2020

Unsupervised Deep Video Denoising

Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent +5

Deep convolutional neural networks (CNNs) for video denoising are typically trained with supervision, assuming the availability of clean videos. However, in many applications, such…

eess.IV2019★ 34 cited

Robust and interpretable blind image denoising via bias-free convolutional neural networks

Sreyas Mohan, Zahra Kadkhodaie, Eero P. Simoncelli +1

Deep convolutional networks often append additive constant ("bias") terms to their convolution operations, enabling a richer repertoire of functional mappings. Biases are also used…