54 citations · 79 across the 11 of their papers we have counts for
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q-bio.NC2021
Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network
Teppei Matsui, Masato Taki, Trung Quang Pham +2
Deep neural networks (DNNs) can accurately decode task-related information from brain activations. However, because of the nonlinearity of the DNN, the decisions made by DNNs are h…
cs.CV2021★ 1 cited
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?
Yuki Tatsunami, Masato Taki
For the past ten years, CNN has reigned supreme in the world of computer vision, but recently, Transformer has been on the rise. However, the quadratic computational cost of self-a…
astro-ph.HE2021
Machine learning application to Fermi-LAT data: sharpening all-sky map and emphasizing variable sources
Shogo Sato, Jun Kataoka, Soichiro Ito +6
A novel application of machine-learning (ML) based image processing algorithms is proposed to analyze an all-sky map (ASM) obtained using the Fermi Gamma-ray Space Telescope. An at…