Search Results for author: Zhenhuan Liu

Found 5 papers, 3 papers with code

Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization

1 code implementation ICCV 2023 Zhenhuan Liu, Liang Li, Jiayu Xiao, Zheng-Jun Zha, Qingming Huang

The experiments demonstrate the effectiveness of our method to preserve the diversity of source domain and generate high fidelity target images.

Domain Adaptation

LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency Reasoning

2 code implementations journal 2022 Gaoxiang Cong, Liang Li, Zhenhuan Liu, Yunbin Tu, Weijun Qin, Shenyuan Zhang, Chengang Yan, Wenyu Wang, Bin Jiang

To address this issue, we propose a novel Long and Short term consistency reasoning Generative Adversarial Network (LS-GAN), which enhances the awareness of previous objects with current instruction and better maintains the consistency with the user's intent under the continuous iterations.

Generative Adversarial Network Image Manipulation

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency

1 code implementation2 Apr 2022 Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha

Furthermore, we devise the spatio-temporal correlative map as a style-independent, global-aware regularization on the perceptual motion consistency.

Optical Flow Estimation Style Transfer

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