Search Results for author: Hyeonseong Jeon

Found 3 papers, 3 papers with code

Learning to Continually Learn with the Bayesian Principle

1 code implementation29 May 2024 Soochan Lee, Hyeonseong Jeon, Jaehyeon Son, Gunhee Kim

On the other hand, in the more classical literature of statistical machine learning, many models have sequential Bayesian update rules that yield the same learning outcome as the batch training, i. e., they are completely immune to catastrophic forgetting.

Continual Learning Meta-Learning

T-GD: Transferable GAN-generated Images Detection Framework

1 code implementation ICML 2020 Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, Simon S. Woo

First, we train the teacher model on the source dataset and use it as a starting point for learning the target dataset.

FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network

2 code implementations5 Jan 2020 Hyeonseong Jeon, Youngoh Bang, Simon S. Woo

Creating fake images and videos such as "Deepfake" has become much easier these days due to the advancement in Generative Adversarial Networks (GANs).

Face Swapping Few-Shot Learning +2

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