Search Results - multi-scale conventional current 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

Self-Organizing Maps-Assisted Variational Autoencoder for Unsupervised Network Anomaly Detection.

Authors: Huang, Hailong Yang, Jiahong Zeng, Hang et al.

Source: Symmetry (20738994); Apr2025, Vol. 17 Issue 4, p520, 15p

Subject Terms: DETECTION algorithms, SELF-organizing maps, FEATURE selection, ANOMALY detection (Computer security), AUTOENCODERS

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

Research on Mechanical Fault Diagnosis Method of Isolation Switch Based on Variational Autoencoder.

Authors: He, Shun Zhou, Fangrong Tan, Xiangyu et al.

Source: Processes; Aug2025, Vol. 13 Issue 8, p2388, 17p

Subject Terms: FAULT diagnosis, OUTLIER detection, REAL-time computing, PROBABILISTIC generative models, HIGH voltages, CONDITION-based maintenance, GALVANIC isolation, 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

Frequency-Quantized Variational Autoencoder Based on 2D-FFT for Enhanced Image Reconstruction and Generation.

Authors: Feng, Jianxin Liu, Xiaoyao

Source: Computers, Materials & Continua; 2025, Vol. 83 Issue 2, p2087-2107, 21p

Subject Terms: IMAGE reconstruction, AUTOENCODERS, PERCEPTUAL learning, FAST Fourier transforms

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

Multiscale neural assimilation scheme for high-resolution sea surface temperature reconstruction from satellite observations.

Authors: Beauchamp, Maxime Karagali, Ioanna Gacitúa, Guisella et al.

Source: Scientific Reports; 11/14/2025, Vol. 15 Issue 1, p1-17, 17p

HGMVAE: hierarchical disentanglement in Gaussian mixture variational autoencoder.

Authors: Zhou, Jiashuang Liu, Yongqi Du, Xiaoqin

Source: Visual Computer; Oct2024, Vol. 40 Issue 10, p7491-7502, 12p

Subject Terms: ARTIFICIAL neural networks, LATENT variables, COMPLEX variables, GAUSSIAN distribution, COMPUTATIONAL complexity

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

Clinical evaluation of medical image synthesis: a case study in wireless capsule endoscopy.

Authors: Gatoula, Panagiota Diamantis, Dimitrios E. Koulaouzidis, Anastasios et al.

Source: Scientific Reports; 10/8/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: CAPSULE endoscopy, INFLAMMATORY bowel diseases, COMPUTER-assisted image analysis (Medicine), DIAGNOSTIC examinations, AUTOENCODERS, CLINICAL decision support systems, ARTIFICIAL intelligence

AVAFN-adaptive variational autoencoder fusion network for multispectral image.

Authors: Chu, Wen-Lin Tu, Ching-Che Jian, Bo-Lin

Source: Multimedia Tools & Applications; Dec2024, Vol. 83 Issue 41, p89297-89315, 19p

Subject Terms: IMAGE fusion, FEATURE extraction, IMAGE processing, AUTOENCODERS, ARTIFICIAL intelligence, DEEP learning

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)

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

Trajectory Segmentation and Clustering in Terminal Airspace Using Transformer–VAE and Density-Aware Optimization.

Authors: Chen, Quanquan Le, Meilong

Source: Aerospace (MDPI Publishing); Nov2025, Vol. 12 Issue 11, p969, 27p

Subject Terms: CLUSTERING algorithms, TRAFFIC monitoring, MATHEMATICAL optimization, OUTLIER detection, TRAJECTORIES (Mechanics), EMPIRICAL research, MACHINE learning

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

Out-of-Distribution Detection with Memory-Augmented Variational Autoencoder.

Authors: Ataeiasad, Faezeh Elizondo, David Calderón Ramírez, Saúl et al.

Source: Mathematics (2227-7390); Oct2024, Vol. 12 Issue 19, p3153, 16p

Subject Terms: DEEP learning, SHORT-term memory, GAUSSIAN distribution, MACHINE learning, DATA distribution, AUTOENCODERS

MESM: integrating multi-source data for high-accuracy protein-protein interactions prediction through multimodal language models.

Authors: Wang, Feng Chu, Jinming Shen, Liyan et al.

Source: BMC Biology; 8/11/2025, Vol. 23 Issue 1, p1-24, 24p

Subject Terms: PROTEIN-protein interactions, DEEP learning, LANGUAGE models, GRAPH neural networks, BIOINFORMATICS, SACCHAROMYCES cerevisiae