Molecular generative model based on conditional variational autoencoder for de novo molecular design per Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim

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Inhibitor_Mol_VAE: a variational autoencoder approach for generating corrosion inhibitor molecules per Haiyan Gong, Zhongheng Fu, Lingwei Ma, Dawei Zhang

“…This study introduces a generative-network based method called Inhibitor_Mol_VAE, which uses a variational autoencoder model to generate corrosion inhibitor molecules with targeted inhibition efficiency. …”
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Variational autoencoder-based dimension reduction of Ichimoku features for improved financial market analysis per Seyyed Ali Hosseini, Seyyed Abed Hosseini, Mahboobeh Houshmand

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Variational Autoencoder-Based Multiple Image Captioning Using a Caption Attention Map per Boeun Kim, Saim Shin, Hyedong Jung

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Multimode Process Monitoring Based on Modified Density Peak Clustering and Parallel Variational Autoencoder per Feng Yu, Jianchang Liu, Dongming Liu

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VAE-Sim: A Novel Molecular Similarity Measure Based on a Variational Autoencoder per Soumitra Samanta, Steve O’Hagan, Neil Swainston, Timothy J. Roberts, Douglas B. Kell

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Versatile domain mapping of scanning electron nanobeam diffraction datasets utilising variational autoencoders per A. Bridger, W. I. F. David, T. J. Wood, M. Danaie, K. T. Butler

“…The workflow utilises a Variational AutoEncoder to identify the sources of variance in the diffraction signal, and this, in combination with clustering techniques, is used to produce domain maps. …”
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Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning per Chang He, Shuo Zhu, Xiaorong Wu, Jiale Zhou, Yonghui Chen, Xiaohua Qian, Jian Ye

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Improving Generative and Discriminative Modelling Performance by Implementing Learning Constraints in Encapsulated Variational Autoencoders per Wenjun Bai, Changqin Quan, Zhi-Wei Luo

“…To demonstrate the usage of these learning constraints, we introduce a novel deep generative model: encapsulated variational autoencoders (EVAEs) to stack two different variational autoencoders together with their learning algorithm. …”
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The Recommendation Algorithm Based on Improved Conditional Variational Autoencoder and Constrained Probabilistic Matrix Factorization per Yunfei Zhang, Hongzhen Xu, Xiaojun Yu

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Enhancing wind power prediction with self-attentive variational autoencoders: A comparative study per Fouzi Harrou, Abdelkader Dairi, Abdelhakim Dorbane, Ying Sun

“…The method incorporates a Variational Autoencoder (VAE) with a self-attention mechanism applied in both the encoder and decoder. …”
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Brain Tumor Classification Using a Combination of Variational Autoencoders and Generative Adversarial Networks per Bilal Ahmad, Jun Sun, Qi You, Vasile Palade, Zhongjie Mao

Matèries: “…variational autoencoder…”
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Application of Variational AutoEncoder (VAE) Model and Image Processing Approaches in Game Design per Hugo Wai Leung Mak, Runze Han, Hoover H. F. Yin

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Unsupervised Seismic Facies Deep Clustering Via Lognormal Mixture-Based Variational Autoencoder per Haowei Hua, Feng Qian, Gulan Zhang, Yuehua Yue

Matèries: “…lognormal mixture-based variational autoencoder (LMVAE)…”
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DVAEGMM: Dual Variational Autoencoder With Gaussian Mixture Model for Anomaly Detection on Attributed Networks per Wasim Khan, Mohammad Haroon, Ahmad Neyaz Khan, Mohammad Kamrul Hasan, Asif Khan, Umi Asma Mokhtar, Shayla Islam

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Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process per Zhiyuan Chen, Waleed Mahmoud Soliman, Amril Nazir, Mohammad Shorfuzzaman

“…The system leverages three deep learning models: autoencoder (AE), variational autoencoder (VAE), and a generative adversarial network. …”
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Flow Field Reconstruction of 2D Hypersonic Inlets Based on a Variational Autoencoder per Zuwei Tan, Runze Li, Yufei Zhang

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Author Correction: Integrated multi‑omics analysis of ovarian cancer using variational autoencoders per Muta Tah Hira, M. A. Razzaque, Claudio Angione, James Scrivens, Saladin Sawan, Mosharraf Sarker

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Unsupervised Detection of Apnea Using Commodity RFID Tags With a Recurrent Variational Autoencoder per Chao Yang, Xuyu Wang, Shiwen Mao

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Attention-Based Variational Autoencoder Models for Human–Human Interaction Recognition via Generation per Bonny Banerjee, Murchana Baruah

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