Search Results for author: Jeong-gi Kwak

Found 9 papers, 3 papers with code

Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion model

no code implementations24 Jan 2024 Yuanming Li, Gwantae Kim, Jeong-gi Kwak, Bon-hwa Ku, Hanseok Ko

Finally, we fine-tuned a pre-trained face landmark detection model on the synthetic dataset to achieve multi-domain face landmark detection.

Caricature Face Generation +1

ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models

no code implementations3 Dec 2023 Jeong-gi Kwak, Erqun Dong, Yuhe Jin, Hanseok Ko, Shweta Mahajan, Kwang Moo Yi

Thus, to perform novel-view synthesis, we create a smooth camera trajectory to the target view that we wish to render, and denoise using both a view-conditioned diffusion model and a video diffusion model.

Novel View Synthesis Object

DIFAI: Diverse Facial Inpainting using StyleGAN Inversion

no code implementations20 Jan 2023 Dongsik Yoon, Jeong-gi Kwak, Yuanming Li, David Han, Hanseok Ko

Image inpainting is an old problem in computer vision that restores occluded regions and completes damaged images.

Facial Inpainting

Controllable Face Manipulation and UV Map Generation by Self-supervised Learning

no code implementations24 Sep 2022 Yuanming Li, Jeong-gi Kwak, David Han, Hanseok Ko

Our model relies on pretrained StyleGAN, and the proposed model is trained in a self-supervised manner without any manual annotations or datasets.

Attribute Self-Supervised Learning

Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis

1 code implementation21 Jul 2022 Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, Donghyeon Kim, David Han, Hanseok Ko

To alleviate the issue, many 3D-aware GANs have been proposed and shown notable results, but 3D GANs struggle with editing semantic attributes.

Image Generation

Generate and Edit Your Own Character in a Canonical View

no code implementations6 May 2022 Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, David Han, Hanseok Ko

Although the progress of generative models enables the stylization of a portrait, obtaining the stylized image in canonical view is still a challenging task.

Efficient dynamic filter for robust and low computational feature extraction

no code implementations3 May 2022 Donghyeon Kim, Gwantae Kim, Bokyeung Lee, Jeong-gi Kwak, David K. Han, Hanseok Ko

However, the performance of the dynamic filter might be degraded since simple feature pooling is used to reduce the computational resource in the IDF part.

Keyword Spotting Speaker Verification

Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN

1 code implementation8 Dec 2021 Jeong-gi Kwak, Youngsaeng Jin, Yuanming Li, Dongsik Yoon, Donghyeon Kim, Hanseok Ko

To address this issue, we propose a novel GAN model, i. e., AU-GAN, which has an asymmetric architecture for adverse domain translation.

Disentanglement Translation

CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature

1 code implementation ECCV 2020 Jeong-gi Kwak, David K. Han, Hanseok Ko

The goal of face attribute editing is altering a facial image according to given target attributes such as hair color, mustache, gender, etc.

Attribute Generative Adversarial Network

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