Search Results for author: Kyuyeon Kim

Found 3 papers, 3 papers with code

Deep Video Inpainting Guided by Audio-Visual Self-Supervision

1 code implementation11 Oct 2023 Kyuyeon Kim, Junsik Jung, Woo Jae Kim, Sung-Eui Yoon

To implement the prior knowledge, we first train the audio-visual network, which learns the correspondence between auditory and visual information.

audio-visual learning Video Inpainting

End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

1 code implementation30 Mar 2020 Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit A. Camtepe, Hyoungshick Kim, Surya Nepal

For learning performance, which is specified by the model accuracy and convergence speed metrics, we empirically evaluate both FL and SplitNN under different types of data distributions such as imbalanced and non-independent and identically distributed (non-IID) data.

Federated Learning

Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training?

1 code implementation16 Mar 2020 Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit A. Camtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal

We observed that the 1D CNN model under split learning can achieve the same accuracy of 98. 9\% like the original (non-split) model.

Privacy Preserving

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