Analysis of Loss Functions for Image Reconstruction Using Convolutional Autoencoder
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Publisher
Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-031-11349-9_30
Reference30 articles.
1. Odaibo, S.: Tutorial: deriving the standard variational autoencoder (VAE) loss function. arXiv preprint arXiv:1907.08956 (2019)
2. Kingma, D.P., Welling, M.: An introduction to variational autoencoders. arXiv preprint arXiv:1906.02691 (2019)
3. Gondara, L.: Medical image denoising using convolutional denoising autoencoders. In: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), pp. 241–246. IEEE (2016)
4. Fazlali, H., Shirani, S., McDonald, M., Brown, D., Kirubarajan, T.: Aerial image dehazing using a deep convolutional autoencoder. Multimedia Tools Appl. 79(39), 29493–29511 (2020)
5. Hong, J.-P., Cho, S.-J., Lee, J., Ji, S.-W., Ko, S.-J.: Single image deblurring based on auxiliary Sobel loss function. In: 2020 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), pp. 1–3. IEEE (2020)
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