Search Results for author: Ruizhi Zhou

Found 2 papers, 2 papers with code

A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting

1 code implementation16 Jun 2022 Delong Chen, Ruizhi Zhou, Yanling Pan, Fan Liu

Specifically, training of FloodDAN includes two stages: in the first stage, we train a rainfall encoder and a prediction head to learn general transferable hydrological knowledge on large-scale source domain data; in the second stage, we transfer the knowledge in the pretrained encoder into the rainfall encoder of target domain through adversarial domain alignment.

Unsupervised Domain Adaptation

Self-Supervised Music-Motion Synchronization Learning for Music-Driven Conducting Motion Generation

1 code implementation Journal of Computer Science and Technology 2022 Fan Liu, Delong Chen, Ruizhi Zhou, Sai Yang, Feng Xu

Therefore, we propose a novel Music Motion Synchronized Generative Adversarial Network (M2S-GAN), which generates motions according to the automatically learned music representations.

Generative Adversarial Network

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