Search Results for author: Khoi D. Nguyen

Found 3 papers, 2 papers with code

POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples

1 code implementation NeurIPS 2021 Duong H. Le, Khoi D. Nguyen, Khoi Nguyen, Quoc-Huy Tran, Rang Nguyen, Binh-Son Hua

In this work, we propose to use out-of-distribution samples, i. e., unlabeled samples coming from outside the target classes, to improve few-shot learning.

Few-Shot Learning

Rheological basis of skeletal muscle work loops

no code implementations14 May 2020 Khoi D. Nguyen, Madhusudhan Venkadesan

Skeletal muscle is subjected to simultaneous time-varying neural stimuli and length changes in vivo.

Soft Condensed Matter Dynamical Systems Biological Physics Quantitative Methods

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