Search Results for author: Huachun Zhu

Found 4 papers, 2 papers with code

Surrogate Gradient Field for Latent Space Manipulation

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.

Attribute Disentanglement

Fast Soft Color Segmentation

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.

Segmentation Video Editing

Spatially Controllable Image Synthesis with Internal Representation Collaging

1 code implementation26 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.

Image Generation

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