181 citations · 243 across the 7 of their papers we have counts for
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cs.HC2022★ 181 cited
Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works
Hyung-Kwon Ko, Gwanmo Park, Hyeon Jeon +3
Large-scale Text-to-image Generation Models (LTGMs) (e.g., DALL-E), self-supervised deep learning models trained on a huge dataset, have demonstrated the capacity for generating hi…
cs.LG2022★ 21 cited
Uniform Manifold Approximation with Two-phase Optimization
Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee +2
We introduce Uniform Manifold Approximation with Two-phase Optimization (UMATO), a dimensionality reduction (DR) technique that improves UMAP to capture the global structure of hig…