Search Results for author: Sang-Heon Shim

Found 3 papers, 2 papers with code

Diversity-aware Channel Pruning for StyleGAN Compression

1 code implementation20 Mar 2024 Jiwoo Chung, Sangeek Hyun, Sang-Heon Shim, Jae-Pil Heo

Specifically, by assessing channel importance based on their sensitivities to latent vector perturbations, our method enhances the diversity of samples in the compressed model.

Image Generation Unconditional Image Generation

Towards Squeezing-Averse Virtual Try-On via Sequential Deformation

1 code implementation26 Dec 2023 Sang-Heon Shim, Jiwoo Chung, Jae-Pil Heo

In this paper, we first investigate a visual quality degradation problem observed in recent high-resolution virtual try-on approach.

Virtual Try-on

Local Attention Pyramid for Scene Image Generation

no code implementations CVPR 2022 Sang-Heon Shim, Sangeek Hyun, DaeHyun Bae, Jae-Pil Heo

To address this, we propose a novel attention module, Local Attention Pyramid (LAP) module tailored for scene image synthesis, that encourages GANs to generate diverse object classes in a high quality by explicit spread of high attention scores to local regions, since objects in scene images are scattered over the entire images.

Image Generation Object

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