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Self-Supervised Variational Auto-Encoders

Density estimation, compression, and data generation are crucial tasks in artificial intelligence. Variational Auto-Encoders (VAEs) constitute a single framework to achieve these goals. Here, we present a novel class of generative models, called self-supervised Variational Auto-Encoder (selfVAE), wh...

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書誌詳細
出版年:Entropy (Basel)
主要な著者: Gatopoulos, Ioannis, Tomczak, Jakub M.
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC8231894/
https://ncbi.nlm.nih.gov/pubmed/34198552
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23060747
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