Search Results for author: Adam Cohen

Found 2 papers, 1 papers with code

Statistically unbiased prediction enables accurate denoising of voltage imaging data

1 code implementation • bioRxiv 2022 • Minho Eom, Seungjae Han, Gyuri Kim, Eun-Seo Cho, Jueun Sim, Pojeong Park, Kang-Han Lee, Seonghoon Kim, Marton Rozsa, Karel Svoboda, Myunghwan Choi, Cheol-Hee Kim, Adam Cohen, Jae-Byum Chang, Young-Gyu Yoon

Here we report SUPPORT (Statistically Unbiased Prediction utilizing sPatiOtempoRal information in imaging daTa), a self-supervised learning method for removing Poisson-Gaussian noise in voltage imaging data.

Denoising Self-Supervised Learning

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Learning to Adapt Domain Shifts of Moral Values via Instance Weighting

no code implementations • 15 Apr 2022 • Xiaolei Huang, Alexandra Wormley, Adam Cohen

In this study, we examine domain shifts of moral values and language usage, quantify the effects of domain shifts on the morality classification task, and propose a neural adaptation framework via instance weighting to improve cross-domain classification tasks.

Classification domain classification

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