Search Results for author: Ziqiu Chi

Found 2 papers, 2 papers with code

FreGAN: Exploiting Frequency Components for Training GANs under Limited Data

1 code implementation11 Oct 2022 Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang

Training GANs under limited data often leads to discriminator overfitting and memorization issues, causing divergent training.

Memorization

WaveGAN: Frequency-aware GAN for High-Fidelity Few-shot Image Generation

1 code implementation15 Jul 2022 Mengping Yang, Zhe Wang, Ziqiu Chi, Wenyi Feng

Concretely, we disentangle encoded features into multiple frequency components and perform low-frequency skip connections to preserve outline and structural information.

Image Generation Vocal Bursts Intensity Prediction

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