no code implementations • 24 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.
no code implementations • 27 Jun 2023 • Huaizheng Zhang, Yizheng Huang, Yuanming Li
We introduce DataCI, a comprehensive open-source platform designed specifically for data-centric AI in dynamic streaming data settings.
no code implementations • 20 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.
1 code implementation • 19 Jan 2023 • Dongsik Yoon, Jeonggi Kwak, Yuanming Li, David Han, Youngsaeng Jin, Hanseok Ko
Image inpainting is a technique of completing missing pixels such as occluded region restoration, distracting objects removal, and facial completion.
1 code implementation • 1 Jan 2023 • Huaizheng Zhang, Yuanming Li, Wencong Xiao, Yizheng Huang, Xing Di, Jianxiong Yin, Simon See, Yong Luo, Chiew Tong Lau, Yang You
The vision of this paper is to provide a more comprehensive and practical benchmark study for MIG in order to eliminate the need for tedious manual benchmarking and tuning efforts.
no code implementations • 24 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.
1 code implementation • 21 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.
2 code implementations • 19 Jul 2022 • Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You
In data-centric AI, active learning (AL) plays a vital role, but current AL tools 1) require users to manually select AL strategies, and 2) can not perform AL tasks efficiently.
no code implementations • 6 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.
1 code implementation • 8 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.
1 code implementation • 18 May 2021 • Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo
AI engineering has emerged as a crucial discipline to democratize deep neural network (DNN) models among software developers with a diverse background.
2 code implementations • 9 Jun 2020 • Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Nguyen Binh Duong Ta
Combining \underline{v}ideo streaming and online \underline{r}etailing (V2R) has been a growing trend recently.
2 code implementations • 9 Jun 2020 • Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
MLModelCI provides multimedia researchers and developers with a one-stop platform for efficient machine learning (ML) services.