Search Results for author: Hyunkyung Han

Found 3 papers, 1 papers with code

Optimal path for Biomedical Text Summarization Using Pointer GPT

no code implementations22 Mar 2024 Hyunkyung Han, Jaesik Choi

To address these limitations, we replaced the attention mechanism in the GPT model with a pointer network.

Text Summarization

Capsule Neural Networks as Noise Stabilizer for Time Series Data

no code implementations20 Mar 2024 Soyeon Kim, Jihyeon Seong, Hyunkyung Han, Jaesik Choi

In this paper, we investigate the effectiveness of CapsNets in analyzing highly sensitive and noisy time series sensor data.

Adversarial Attack Time Series +1

CardioCaps: Attention-based Capsule Network for Class-Imbalanced Echocardiogram Classification

1 code implementation14 Mar 2024 Hyunkyung Han, Jihyeon Seong, Jaesik Choi

In this paper, we explore the potential of DR-CapsNets and propose CardioCaps, a novel attention-based DR-CapsNet architecture for class-imbalanced echocardiogram classification.

Image Classification regression

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