no code implementations • CVPR 2021 • Minjun Li, Yanghua Jin, Huachun Zhu
Thorough experimental analysis on the facial attribute adjustment task shows that our method outperforms state-of-the-art methods in disentanglement.
no code implementations • CVPR 2020 • Naofumi Akimoto, Huachun Zhu, Yanghua Jin, Yoshimitsu Aoki
We address the problem of soft color segmentation, defined as decomposing a given image into several RGBA layers, each containing only homogeneous color regions.
1 code implementation • 26 Nov 2018 • Ryohei Suzuki, Masanori Koyama, Takeru Miyato, Taizan Yonetsuji, Huachun Zhu
We present a novel CNN-based image editing strategy that allows the user to change the semantic information of an image over an arbitrary region by manipulating the feature-space representation of the image in a trained GAN model.
7 code implementations • 18 Aug 2017 • Yanghua Jin, Jiakai Zhang, Minjun Li, Yingtao Tian, Huachun Zhu, Zhihao Fang
With quantitative analysis and case studies we demonstrate that our efforts lead to a stable and high-quality model.