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Committee Date Time Place Paper Title / Authors Abstract Paper #
IT 2021-07-09
14:30
Online Online Construction of Dimension Reduction Matrix for Signal Recovery of Multivariate Gaussian Vectors
Kento Yokoyama, Tadashi Wadayama, Satoshi Takabe (NIT) IT2021-26
In compressed sensing, we discuss the problem of estimating the sparse original signal $¥bm{x} ¥in ¥mathbb{R}^n$ from th... [more] IT2021-26
pp.63-68
IT 2020-07-16
14:20
Online Online A Study on Trainable ISTA using Auto Encoder as Shrinkage Function for Image Recovery
Kento Yokoyama, Satoshi Takabe, Tadashi Wadayama (NIT) IT2020-13
ISTA (Iterative Shrinkage-Thresholding Algorithm) is one of the basic algorithms used in compressed sensing to estimate ... [more] IT2020-13
pp.13-18
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