Thuật ngữ AI
Từ điển đầy đủ về Trí tuệ nhân tạo
162
danh mục
2.032
danh mục con
23.060
thuật ngữ
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Vector Quantized VAE
Variant using a discrete dictionary of latent vectors, combining advantages of autoencoders and categorical representations.
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Normalizing Flow VAE
VAE augmented with normalizing flows to model more complex latent distributions than a simple Gaussian.
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Variational Information Bottleneck
Application of the information bottleneck principle in a variational framework for learning optimal compressed representations.
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IWAE (Importance Weighted Autoencoder)
Improvement of VAE using importance sampling to obtain a tighter bound on log-likelihood.
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VampPrior
Learned prior distribution parametrically as a mixture of encoder outputs on pseudo-inputs.
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