Txt2Img-MHN: Remote sensing image generation from text using modern Hopfield networks

Published in IEEE Transactions on Image Processing, 2023

This paper proposes a novel text-to-image modern Hopfield network (Txt2Img-MHN) to conduct hierarchical prototype learning on both text and image embeddings with modern Hopfield layers.

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Recommended citation: Xu, Y., Yu, W., Ghamisi, P., Kopp, M. and Hochreiter, S., 2022. Txt2Img-MHN: Remote sensing image generation from text using modern Hopfield networks. arXiv preprint arXiv:2208.04441.