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Complete Autoencoder Training: Trains the full autoencoder with the pre-trained flow head Stage 1: Flow Head Training The flow head is responsible for transforming the encoder output into a structured ...
The Weibull distribution remains an indispensable tool in reliability engineering and lifetime analysis, offering flexibility for modelling diverse failure behaviours. Modern parameter estimation ...
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Synthetic aperture radar (SAR) has emerged as an indispensable tool for maritime surveillance, providing reliable all-weather, day-and-night imaging capabilities. However, automated ship recognition ...
This can limit the potential of supervised deep learning methods. To address this, we propose SSL-MAE, a novel semisupervised learning method based on a masked autoencoder. Our approach unifies ...
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation Zhicheng Zhang, Pancheng Zhao, Eunil Park, Jufeng Yang TL:DR We present MART, an MAE-style method for ...
Accurate diagnosis of cancer subtypes is a great guide for the development of surgical plans and prognosis in the clinic. Raman spectroscopy, combined with the machine learning algorithm, has been ...