Defects of Convolutional Decoder Networks in Frequency Representation
Published in ICML, 2023
Recommended citation: Tang, L., Shen, W., Zhou, Z., Chen, Y., & Zhang, Q. Defects of Convolutional Decoder Networks in Frequency Representation. In ICML 2023. https://arxiv.org/pdf/2210.09020
Abstract. This paper analyzes convolutional decoders in the frequency domain and identifies defects in representing high-frequency components, repeated frequencies, and shifted spectra.
Recommended citation: Tang, L., Shen, W., Zhou, Z., Chen, Y., & Zhang, Q. Defects of Convolutional Decoder Networks in Frequency Representation. In ICML 2023.