Search Results for author: Zhenhuan Liu

Found 8 papers, 4 papers with code

Efficient 4D Gaussian Stream with Low Rank Adaptation

no code implementations23 Feb 2025 Zhenhuan Liu, Shuai Liu, Yidong Lu, Yirui Chen, Jie Yang, Wei Liu

Recent methods have made significant progress in synthesizing novel views with long video sequences.

Continual Learning Novel View Synthesis

CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes

no code implementations8 Sep 2024 Zhenhuan Liu, Shuai Liu, Zhiwei Ning, Jie Yang, Yifan Zuo, Yuming Fang, Wei Liu

The experimental results on our long video sequences dataset show the superior scalability and reconstruction quality compared to existing state-of-the-art approaches.

3D Reconstruction Continual Learning +1

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.

Diversity 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.

Decoder Optical Flow Estimation +1

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