Search Results for author: Po-Chen Kuo

Found 4 papers, 1 papers with code

Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems

1 code implementation6 Jul 2022 Manuel Brenner, Florian Hess, Jonas M. Mikhaeil, Leonard Bereska, Zahra Monfared, Po-Chen Kuo, Daniel Durstewitz

In many scientific disciplines, we are interested in inferring the nonlinear dynamical system underlying a set of observed time series, a challenging task in the face of chaotic behavior and noise.

Time Series Time Series Analysis +1

Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems

no code implementations29 Sep 2021 Manuel Brenner, Leonard Bereska, Jonas Magdy Mikhaeil, Florian Hess, Zahra Monfared, Po-Chen Kuo, Daniel Durstewitz

In many scientific disciplines, we are interested in inferring the nonlinear dynamical system underlying a set of observed time series, a challenging task in the face of chaotic behavior and noise.

Time Series Time Series Analysis +1

Self-similarity Student for Partial Label Histopathology Image Segmentation

no code implementations ECCV 2020 Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, Tyng-Luh Liu

Following this similarity learning, our similarity ensemble merges similar patches' ensembled predictions as the pseudo-label of a given patch to counteract its noisy label.

Image Segmentation Pseudo Label +2

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