Abstract: Topic models are widely explored for summarizing a corpus of documents. Recent advances in Variational AutoEncoder (VAE) have enabled the development of black-box inference methods for topic ...

Abstract: Vector quantized variational autoencoders, as variants of variational autoencoders, effectively capture discrete representations by quantizing continuous latent spaces and are widely used in ...

Researchers have developed an artificial intelligence model that predicts crime more accurately than several existing ...

A Python implementation of the clustering algorithm presented in: Sheng He, Mingjing Du *, Xiang Jiang, Wenbin Zhang, Congyu Wang. VAEAT: Variational AutoeEncoder with adversarial training for ...

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The ferroelectric memory array performs both probabilistic latent variable sampling using RTN and deterministic decoding based on VMM. Seoul National University College of Engineering announced that a ...

For the first time, a research team has demonstrated an artificial intelligence semiconductor technology that integrates the ...

Researchers have demonstrated a ferroelectric memory chip that performs both random sampling and AI computation, paving the ...

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AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...

† Department of Chemistry, Hong Kong Branch of Chinese National Engineering Research Center for Tissue Restoration & Reconstruction, Hong Kong University of Science and Technology, Clear Water Bay, ...