Topic: binary-variational-autoencoder Goto Github
Some thing interesting about binary-variational-autoencoder
Some thing interesting about binary-variational-autoencoder
binary-variational-autoencoder,Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing: we investigate the robustness of hashing methods based on variational autoencoders to the lack of supervision, focusing on two semi-supervised approaches currently in use. In addition, we propose a novel supervision approach in which the model uses its own predictions of the label distribution to implement the pairwise objective. Compared to the best baseline, this procedure yields similar performance in fully-supervised settings but improves significantly the results when labelled data is scarce.
User: amacaluso
binary-variational-autoencoder,Public repository for Unsupervised Binary Variational Auto-Encoder (BVAE) for Hashing
User: fmenat
Home Page: https://doi.org/10.3233/IDA-200013
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