Search Results for author: Jiwoo Chung

Found 3 papers, 3 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

Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer

1 code implementation11 Dec 2023 Jiwoo Chung, Sangeek Hyun, Jae-Pil Heo

Despite the impressive generative capabilities of diffusion models, existing diffusion model-based style transfer methods require inference-stage optimization (e. g. fine-tuning or textual inversion of style) which is time-consuming, or fails to leverage the generative ability of large-scale diffusion models.

Style Transfer

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