Search Results for author: Hsiao-Chun Wu

Found 4 papers, 2 papers with code

Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning

2 code implementations14 Jul 2022 Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi

Thus, we focus on few-shot SEI (FS-SEI) for aircraft identification via automatic dependent surveillance-broadcast (ADS-B) signals, and a novel FS-SEI method is proposed, based on deep metric ensemble learning (DMEL).

Ensemble Learning Metric Learning

Tensor Wiener Filter

no code implementations IEEE Transactions on Signal Processing ( Volume: 70) 2022 Shih Yu Chang, Hsiao-Chun Wu

In the presence of such a multi-channel filter, the solution to the corresponding Wiener filter, which we call MIMO Wiener-Hopf equation now, involves a correlation tensor.

Image Restoration

DeepDrug3D: Classification of ligand-binding pockets in proteins with a convolutional neural network

1 code implementation Plos Computational Biology 2019 Limeng Pu, Rajiv Gandhi Govindaraj, Jeffrey Mitchell Lemoine, Hsiao-Chun Wu, Michal Brylinski

Interestingly, the analysis of strongly discriminative regions of binding pockets reveals that this high classification accuracy arises from learning the patterns of specific molecular interactions, such as hydrogen bonds, aromatic and hydrophobic contacts.

Benchmarking Specificity

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