Search Results for author: Yoonjeon Kim

Found 3 papers, 1 papers with code

Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance

1 code implementation26 Feb 2023 Yoonjeon Kim, Hyunsu Kim, Junho Kim, Yunjey Choi, Eunho Yang

With the advantages of fast inference and human-friendly flexible manipulation, image-agnostic style manipulation via text guidance enables new applications that were not previously available.

Disentanglement

Learning to Balance with Incremental Learning

no code implementations1 Jan 2021 Joel Jang, Yoonjeon Kim, Jaewoo Kang

Classification tasks require balanced distribution of data in order to ensure the learner to be trained to generalize over all classes.

Incremental Learning

Sequential Targeting: an incremental learning approach for data imbalance in text classification

no code implementations20 Nov 2020 Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh

Classification tasks require a balanced distribution of data to ensure the learner to be trained to generalize over all classes.

General Classification Incremental Learning +2

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