Search Results for author: Balhae Kim

Found 2 papers, 2 papers with code

Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models

1 code implementation12 Jul 2023 Sanghyun Kim, Seohyeon Jung, Balhae Kim, Moonseok Choi, Jinwoo Shin, Juho Lee

Large-scale image generation models, with impressive quality made possible by the vast amount of data available on the Internet, raise social concerns that these models may generate harmful or copyrighted content.

Image Generation

On Divergence Measures for Bayesian Pseudocoresets

1 code implementation12 Oct 2022 Balhae Kim, JungWon Choi, Seanie Lee, Yoonho Lee, Jung-Woo Ha, Juho Lee

Finally, we propose a novel Bayesian pseudocoreset algorithm based on minimizing forward KL divergence.

Bayesian Inference Image Classification

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