Výsledky vyhľadávania - "Autoencoder regularization"

SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection Autor Yao, Yueyue, Ma, Jianghong, Feng, Shanshan, Ye, Yunming

“…Anomaly detection in multivariate time series is of critical importance in many real-world applications, such as system maintenance and Internet monitoring. In…”
Získať plný text

Multiscale CNN With Autoencoder Regularization Joint Contextual Attention Network for SAR Image Classification Autor Wu, Zitong, Hou, Biao, Jiao, Licheng

“…Synthetic aperture radar (SAR) image classification is a fundamental research direction in image interpretation. With the development of various intelligent…”
Získať plný text

Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization Autor Kim, Sewon, Jang, Hanbyol, Hong, Seokjun, Hong, Yeong Sang, Bae, Won C., Kim, Sungjun, Hwang, Dosik

“…•Bloch equation-based autoencoder regularization GAN (BlochGAN).•BlochGAN uses multi-contrast MR images to generate other contrast images.•BlochGAN can learn…”
Získať plný text

Attention-guided salient object detection using autoencoder regularization Autor Xu, Cheng, Liu, Xianhui, Zhao, Weidong

“…A saliency detection task simulates the attention mechanism of the human visual system, which focuses on what draws the most attention in a picture, and…”
Získať plný text