Search Results - Multi-scale conventional recurrent variational autoencoder

Spatial-Frequency-Scale Variational Autoencoder for Enhanced Flow Diagnostics of Schlieren Data.

Authors: Yang, Ronghua Wu, Hao Yang, Rongfei et al.

Source: Sensors (14248220); Oct2025, Vol. 25 Issue 19, p6233, 29p

Subject Terms: FLUID dynamics, AUTOENCODERS, FLOW visualization, FOURIER transforms, DEEP learning, FEATURE extraction, FORECASTING

Personalized design aesthetic preference modeling: a variational autoencoder and meta-learning approach for multi-modal feature representation and transfer optimization.

Authors: Chen, Chengliang Gong, Zhiqun

Source: Scientific Reports; 11/24/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: AESTHETIC judgment, FEATURE extraction, CUSTOM design, KNOWLEDGE transfer, MACHINE learning

Multi-Channel Multi-Scale Convolution Attention Variational Autoencoder (MCA-VAE): An Interpretable Anomaly Detection Algorithm Based on Variational Autoencoder.

Authors: Liu, Jingwen Huang, Yuchen Wu, Dizhi et al.

Source: Sensors (14248220); Aug2024, Vol. 24 Issue 16, p5316, 24p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL neural networks, DISTRIBUTION (Probability theory), INDUSTRIAL controls manufacturing, CONDITIONAL probability, AUTOENCODERS

Landslide Susceptibility Assessment via Imbalanced Data Augmentation with Tabular Variational Autoencoder and Quality–Diversity Post-Selection.

Authors: Xu, Zhengyang Wang, Shitai Yin, Min et al.

Source: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 22, p11965, 25p

Subject Terms: LANDSLIDES, DATA augmentation, BOOSTING algorithms, NATURAL disasters, RISK assessment

Context-Aware Anomaly Detection of Pedestrian Trajectories in Urban Back Streets Using a Variational Autoencoder.

Authors: Cho, Juyeon Kang, Youngok

Source: ISPRS International Journal of Geo-Information; Nov2025, Vol. 14 Issue 11, p438, 23p

Subject Terms: DEEP learning, CONTEXTUAL analysis, VIDEO surveillance, OUTLIER detection, PUBLIC safety, LATENT variables, CLUSTER analysis (Statistics)

VARNet-6G with FIERO model for anomaly detection and enhancing network stability in future-ready communication systems.

Authors: Ganesh, S. Sankar Abdelhaq, Maha Palanisamy, SatheeshKumar et al.

Source: Scientific Reports; 10/2/2025, Vol. 15 Issue 1, p1-29, 29p

Subject Terms: ANOMALY detection (Computer security), DEEP learning, MATHEMATICAL optimization, COMPUTER network reliability, SCALABILITY, TELECOMMUNICATION

Cotton Yield Prediction with Gaussian Distribution Sampling and Variational AutoEncoder.

Authors: Lan, Yaqi Wang, Xiudong Gao, Lei et al.

Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p9947, 22p

Subject Terms: GAUSSIAN distribution, DATA augmentation, MACHINE learning, DEEP learning, AGRICULTURAL industries, ENCODING, LATENT variables

Efficient Prediction of Shallow-Water Acoustic Transmission Loss Using a Hybrid Variational Autoencoder–Flow Framework.

Authors: Su, Bolin Wang, Haozhong Zhu, Xingyu et al.

Source: Journal of Marine Science & Engineering; Jul2025, Vol. 13 Issue 7, p1325, 23p

Subject Terms: DEEP learning, PREDICTION models, MATHEMATICAL optimization, SPEED of sound, PROBABILISTIC generative models, SOUND-wave attenuation, LATENT variables, WATER depth

Trans-cVAE-GAN: Transformer-Based cVAE-GAN for High-Fidelity EEG Signal Generation.

Authors: Yao, Yiduo Wang, Xiao Hao, Xudong et al.

Source: Bioengineering (Basel); Oct2025, Vol. 12 Issue 10, p1028, 40p

Subject Terms: ELECTROENCEPHALOGRAPHY, GENERATIVE adversarial networks, TRANSFORMER models, BRAIN-computer interfaces, AFFECTIVE computing, PROBABILISTIC generative models, EMOTION recognition

An ensemble-based serial cascaded attention network and improved variational auto encoder for breast cancer prognosis prediction using data.

Authors: Vanmathi, P. Jose, Deepa

Source: Computer Methods in Biomechanics & Biomedical Engineering; Jan2024, Vol. 27 Issue 1, p98-115, 18p

Subject Terms: BREAST cancer prognosis, RECURRENT neural networks, FEATURE extraction, TIME-varying networks, BREAST cancer

EEG-to-EEG: Scalp-to-Intracranial EEG Translation Using a Combination of Variational Autoencoder and Generative Adversarial Networks.

Authors: Abdi-Sargezeh, Bahman Shirani, Sepehr Valentin, Antonio et al.

Source: Sensors (14248220); Jan2025, Vol. 25 Issue 2, p494, 19p

Subject Terms: GENERATIVE adversarial networks, AUTOENCODERS, EPILEPTIFORM discharges, ELECTROENCEPHALOGRAPHY, DATA mapping

MST-VAE: Multi-Scale Temporal Variational Autoencoder for Anomaly Detection in Multivariate Time Series.

Authors: Pham, Tuan-Anh Lee, Jong-Hoon Park, Choong-Shik

Source: Applied Sciences (2076-3417); Oct2022, Vol. 12 Issue 19, p10078, 14p

Subject Terms: ANOMALY detection (Computer security), TIME series analysis, INTRUSION detection systems (Computer security)

Research on load clustering algorithm based on variational autoencoder and hierarchical clustering.

Authors: Cai, Miaozhuang Zheng, Yin Peng, Zhengyang et al.

Source: PLoS ONE; 6/13/2024, Vol. 19 Issue 6, p1-24, 24p

Subject Terms: HIERARCHICAL clustering (Cluster analysis), DEEP learning, TIME series analysis, FEATURE extraction, CLUSTER analysis (Statistics), CLUSTERING algorithms

HDMcCNet: A Hybrid Deep Multi-label Classification Network for Diagnosing Multiple Ocular Disease via Fundus Images.

Authors: Merlin, R. Vincy Lloyd, F.

Source: Sensing & Imaging; 12/8/2025, Vol. 26 Issue 1, p1-49, 49p

Deep learning based medical image compression using cross attention learning and wavelet transform.

Authors: Dai, Fan

Source: Scientific Reports; 11/14/2025, Vol. 15 Issue 1, p1-19, 19p

BiLSTM-VAE Anomaly Weighted Model for Risk-Graded Mine Water Inrush Early Warning.

Authors: Liang, Manyu Yao, Hui Yin, Shangxian et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10394, 25p

Subject Terms: LONG short-term memory, OUTLIER detection, LATENT variables, SPATIOTEMPORAL processes, AQUIFERS, GEOLOGICAL surveys, RISK assessment

Compact Image Transformer Based on Convolutional Variational Autoencoder with Augmented Attention Backbone for Target Recognition in Infrared Images.

Authors: Nebili, Billel Khellal, Atmane Nemra, Abdelkrim et al.

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Mar2024, Vol. 49 Issue 3, p3383-3396, 14p

Subject Terms: INFRARED imaging, TRANSFORMER models, IMAGE recognition (Computer vision), CONVOLUTIONAL neural networks, SPINE

Multi-Sensor Fusion and Deep Learning for Predictive Lubricant Health Assessment.

Authors: Chen, Yongxu Shen, Jie Zhou, Fanhao et al.

Source: Lubricants (2075-4442); Aug2025, Vol. 13 Issue 8, p364, 24p

Subject Terms: MULTISENSOR data fusion, DEEP learning, DEVIATION (Statistics), CONDITION-based maintenance, WEAR resistance, FAULT diagnosis

Efficient Image Compression with Transformer and Convolutional Dual Channel Networks.

Authors: Jianhua Hu Guixiang Luo Zhangjiang Yuan et al.

Source: Journal of Imaging Science & Technology; Jul/Aug2025, Vol. 69 Issue 4, p1-13, 13p

Subject Terms: IMAGE compression, DEEP learning, CONVOLUTIONAL neural networks, LATENT variables, AUTOENCODERS, TRANSFORMER models

Multifractal-Aware Convolutional Attention Synergistic Network for Carbon Market Price Forecasting.

Authors: Wei, Liran Tang, Mingzhu Li, Na et al.

Source: Fractal & Fractional; Jul2025, Vol. 9 Issue 7, p449, 25p

Subject Terms: MULTIFRACTALS, CONVOLUTIONAL neural networks, ARTIFICIAL intelligence, FLUCTUATIONS (Physics), STOCK price forecasting, CARBON offsetting

Geographic Terms: SHANGHAI (China)