Search Results for author: Il-Youp Kwak

Found 2 papers, 2 papers with code

Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier

1 code implementation23 Jun 2025 Yongjie Si, Yanxiong Li, Jiaxin Tan, Qianhua He, Il-Youp Kwak

In the task of Few-shot Class-incremental Audio Classification (FCAC), training samples of each base class are required to be abundant to train model.

Audio Classification

Table2Image: Interpretable Tabular Data Classification with Realistic Image Transformations

1 code implementation9 Dec 2024 Seungeun Lee, Il-Youp Kwak, Kihwan Lee, Subin Bae, Sangjun Lee, Seulbin Lee, Seungsang Oh

Recent advancements in deep learning for tabular data have shown promise, but challenges remain in achieving interpretable and lightweight models.

Deep Learning

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