Výsledky vyhledávání - transformer residual autoencoder

Time Series Anomaly Detection with a Transformer Residual Autoencoder-Decoder

Autoři: Shaojie Wang Yinke Wang Wenzhong Li

Zdroj: Lecture Notes in Computer Science ISBN: 9789819980697

A residual autoencoder-based transformer for fault detection of multivariate processes

Autoři: Jilin Shang Jianbo Yu

Zdroj: Applied Soft Computing. 163:111896

Reconstruction of SMAP Soil Moisture Data Based on Residual Autoencoder Network with Convolutional Feature Extraction.

Autoři: Liu, Yaojie Fan, Haoyu Jin, Yan a další

Zdroj: Remote Sensing; Nov2025, Vol. 17 Issue 22, p3729, 32p

Témata: SOIL moisture, REMOTE sensing, CLIMATE research, FEATURE extraction, AUTOENCODERS, HYDROLOGICAL research, ELECTRONIC data processing, ENVIRONMENTAL research

Geografický termín: CHINA

基于CBDAE 和 TCN-Transformer 的工业传感器时间序列预测.

Alternate Title: Industrial sensor time series prediction based on CBDAE and TCN-Transformer.

Autoři: 许涛 南新元 蔡鑫 a další

Zdroj: Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban). Jul2025, Vol. 17 Issue 4, p455-466. 12p.

Témata: *Transformer models, Process capability, Autoencoder, Time series analysis, Data scrubbing

Residual Vision Transformer and Adaptive Fusion Autoencoders for Monocular Depth Estimation.

Autoři: Yang, Wei-Jong Wu, Chih-Chen Yang, Jar-Ferr

Zdroj: Sensors (14248220). Jan2025, Vol. 25 Issue 1, p80. 19p.

Témata: *CONVOLUTIONAL neural networks, *TRANSFORMER models, *AUTOENCODERS, *STANDARD deviations, *DEPTH maps (Digital image processing)

Effective image compression using transformer and residual network for balanced handling of high and low-frequency information.

Autoři: Hu, Jianhua Luo, Guixiang Feng, Xiangfei a další

Zdroj: PLoS ONE. 10/3/2025, Vol. 20 Issue 10, p1-13. 13p.

Témata: *IMAGE compression, *TRANSFORMER models, *DEEP learning, *RATE distortion theory, *AUTOENCODERS, *ARTIFICIAL neural networks

Aircraft dynamics modeling at high angle of attack incorporating residual transformer autoencoder and physical mechanisms.

Autoři: Ma, Jinyi Zhu, Qianqian Xue, Tao a další

Zdroj: Aerospace Science & Technology. May2025, Vol. 160, pN.PAG-N.PAG. 1p.

Témata: *ARTIFICIAL neural networks, *AUTOENCODERS, *FLIGHT testing, *MODEL airplanes, *MACHINE learning

T‐VAE: Transformer‐Based Variational AutoEncoder for Perceiving Anomalies in Multivariate Time Series Data.

Autoři: Li, Chang Kiat, Yeo Chai Jing, Jiwu a další

Zdroj: Expert Systems. Jul2025, Vol. 42 Issue 7, p1-12. 12p.

Témata: *TIME series analysis, *AUTOENCODERS, *GAUSSIAN distribution, *SENSITIVITY analysis, *NOISE

Towards Predicting the Measurement Noise Covariance with a Transformer and Residual Denoising Autoencoder for GNSS/INS Tightly-Coupled Integrated Navigation.

Autoři: Xu, Hongfu Luo, Haiyong Wu, Zijian a další

Zdroj: Remote Sensing. Apr2022, Vol. 14 Issue 7, p1691. 22p.

Témata: *INERTIAL navigation systems, *NAVIGATION, *RADAR in aeronautics, *AIR filters, *IMAGE denoising, *FORECASTING, *NOISE, *ADAPTIVE filters

A residual autoencoder-based transformer for fault detection of multivariate processes.

Autoři: Shang, Jilin Yu, Jianbo

Zdroj: Applied Soft Computing. Sep2024, Vol. 163, pN.PAG-N.PAG. 1p.

Témata: Artificial neural networks, Signal processing, Manufacturing processes, Attentional bias, Acquisition of data

Saliency supervised masked autoencoder pretrained salient location mining network for remote sensing image salient object detection.

Autoři: Fu, Yuxiang Fang, Wei Sheng, Victor S.

Zdroj: ISPRS Journal of Photogrammetry & Remote Sensing. Jun2025, Vol. 224, p222-234. 13p.

Témata: *ARTIFICIAL neural networks, *TRANSFORMER models, *OBJECT recognition (Computer vision), *CONVOLUTIONAL neural networks, *COMPUTER vision

Lossless Compression of Malaria-Infected Erythrocyte Images Using Vision Transformer and Deep Autoencoders

Autoři: Md Firoz Mahmud Zerin Nusrat W. David Pan

Zdroj: Computers, Vol 14, Iss 4, p 127 (2025)

Témata: lossless compression, deep autoencoders, deep learning, malaria, vision transformer, Huffman encoding, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: https://www.mdpi.com/2073-431X/14/4/127; https://doaj.org/toc/2073-431X

Přístupová URL adresa: https://doaj.org/article/c5d7faa3877141b1bd77adff677f963f

Anomaly Detection of Marine Diesel Engines: A Novel Approach using Transformer Neural Networks for Reconstruction and Residual Analysis

Autoři: Qin Liang Erik Vanem Knut Erik Knutsen a další

Zdroj: International Journal of Prognostics and Health Management, Vol 15, Iss 3, Pp 1-13 (2024)

Témata: marine diesel engine, phm, deep learning, machine learning, Engineering machinery, tools, and implements, TA213-215, Systems engineering, TA168

Popis souboru: electronic resource

Relation: https://papers.phmsociety.org/index.php/ijphm/article/view/3853; https://doaj.org/toc/2153-2648

Přístupová URL adresa: https://doaj.org/article/4f85b42322f042acada048c0975737a2

Attention-enhanced residual autoencoder for NIR spectral feature extraction and classification of grain varieties.

Autoři: Kabiso, Abel Chernet Ko, Cheng-Hao

Zdroj: Scientific Reports; 9/24/2025, Vol. 15 Issue 1, p1-18, 18p

Témata: NEAR infrared spectroscopy, DEEP learning, MACHINE learning, CROP yields, AUTOENCODERS, BIOLOGICAL classification, AGRICULTURE

Res2coder: A two-stage residual autoencoder for unsupervised time series anomaly detection.

Autoři: Wang, Hao Liu, Yingjian Yin, Haoyu a další

Zdroj: Applied Intelligence; Jul2025, Vol. 55 Issue 11, p1-17, 17p

Témata: ARTIFICIAL intelligence, ANOMALY detection (Computer security), TIME series analysis, AUTOENCODERS, MATHEMATICAL statistics

Attention model based on one-dimensional residual convolutional autoencoder and GRU for knowledge tracing.

Autoři: Ai, Lingmei Zhang, Xiaoying

Zdroj: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 21, p23725-23743, 19p

Témata: AUTOENCODERS, DEEP learning, ONLINE education, ATTENTION, PROBABILITY theory

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation

Autoři: Hu, Jinyi Yi, Xiaoyuan Li, Wenhao a další

Témata: Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2210.12409

Self-distilled masked autoencoders for medical images.

Autoři: Yoon, Taeyoung Kang, Daesung

Zdroj: Engineering Applications of Artificial Intelligence. Nov2025:Part C, Vol. 160, pN.PAG-N.PAG. 1p.

Témata: *CHEST X rays, *AUTOENCODERS, *TRANSFORMER models, *MEDICAL photography, *PATTERN perception, *IMAGE segmentation

Predicting the Weight of Grappling Noodle-like Objects using Vision Transformer and Autoencoder

Autoři: Abbe Mowshowitz Eiji Hayashi Nattapat Koomklang a další

Zdroj: Journal of Robotics, Networking and Artificial Life. 2023, 10(1):33

Residual Movement Metrology Network and Transformer-Based Framework for Evaluating Movement Quality.

Autoři: Meng, WeiQing Chen, Peng Zhang, Jun a další

Zdroj: Cognitive Computation; Jun2025, Vol. 17 Issue 3, p1-12, 12p