Výsledky vyhledávání - Aautoencoder

Transformer fault diagnosis using continuous sparse autoencoder Autor Wang, Lukun, Zhao, Xiaoying, Pei, Jiangnan, Tang, Gongyou

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Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis Autor Zhang, Xiaofan, Dou, Hang, Ju, Tao, Xu, Jun, Zhang, Shaoting

“… from the cell detection results by a stacked sparse autoencoder. Because of the dramatically different characteristics and representations of these heterogeneous features (i.e…”
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DDSA: A Defense Against Adversarial Attacks Using Deep Denoising Sparse Autoencoder Autor Bakhti, Yassine, Fezza, Sid Ahmed, Hamidouche, Wassim, Deforges, Olivier

“… In this paper, we propose a novel defense solution based on a Deep Denoising Sparse Autoencoder (DDSA…”
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Attention-based Wavenet Autoencoder for Universal Voice Conversion Autor Polyak, Adam, Wolf, Lior

“…We present a method for converting any voice to a target voice. The method is based on a WaveNet autoencoder, with the addition of a novel attention component…”
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Intelligent Bearing Fault Diagnosis Method Combining Compressed Data Acquisition and Deep Learning Autor Sun, Jiedi, Yan, Changhong, Wen, Jiangtao

“…Effective intelligent fault diagnosis has long been a research focus on the condition monitoring of rotary machinery systems. Traditionally, time-domain…”
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Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks Autor Popoola, Segun I., Adebisi, Bamidele, Hammoudeh, Mohammad, Gui, Guan, Gacanin, Haris

“… In this article, we reduce the feature dimensionality of large-scale IoT network traffic data using the encoding phase of long short-term memory autoencoder (LAE…”
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An ensemble learning framework for anomaly detection in building energy consumption Autor Araya, Daniel B., Grolinger, Katarina, ElYamany, Hany F., Capretz, Miriam A.M., Bitsuamlak, Girma

“…During building operation, a significant amount of energy is wasted due to equipment and human-related faults. To reduce waste, today's smart buildings monitor…”
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A Learning-Based Multimodel Integrated Framework for Dynamic Traffic Flow Forecasting Autor Zhou, Teng, Han, Guoqiang, Xu, Xuemiao, Han, Chu, Huang, Yuchang, Qin, Jing

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Data-driven flatness intelligent representation method of cold rolled strip Autor Xu, Yang-huan, Wang, Dong-cheng, Duan, Bo-wei, Liu, Hong-min

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Graph generative and adversarial strategy-enhanced node feature learning and self-calibrated pairwise attribute encoding for prediction of drug-related side effects Autor Ping Xuan, Kai Xu, Hui Cui, Toshiya Nakaguchi, Tiangang Zhang

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Phrase embedding learning from internal and external information based on autoencoder Autor Li, Rongsheng, Yu, Qinyong, Huang, Shaobin, Shen, Linshan, Wei, Chi, Sun, Xuewei

“…•We propose an autoencoder-based method to generate phrase embedding.•The method uses full connected network, LSTM and attention to get phrase embedding.•The…”
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Deep learning enabled Lagrangian particle trajectory simulation Autor Gan, Jingwei, Liu, Pai, Chakrabarty, Rajan K.

“… – the variational autoencoder (VAE) and the generative adversarial net (GAN). The performance of both models was then benchmarked according to statistical analysis…”
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Leveraging latent representations for milk yield prediction and interpolation using deep learning Autor Liseune, Arno, Salamone, Matthieu, Van den Poel, Dirk, Van Ranst, Bonifacius, Hostens, Miel

“…•Inferring milk yields along the entire lactation curve by using deep learning.•Extracting a latent representation of a lactation curve with autoencoders…”
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Extended Pipeline for Content-Based Feature Engineering in Music Genre Recognition Autor Raissi, Tina, Tibo, Alessandro, Bientinesi, Paolo

“…, determined by an autoencoder. The results of the experiments conducted on GTZAN dataset reveal a noticeable contribution of this methodology towards the model's…”
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GAD-VAE: generative adversarial disentanglement with variational autoencoders for hair removal in dermoscopy images Autor Bardou, Dalal, Lv, Laishui, Medjadba, Yasmine, Zhang, Ting, Chouhal, Ouahiba, Bounezra, Mourad, Saidi, Karima, Bezza, Youcef, Snani, Aissa

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Dynamic movement primitives in latent space of time-dependent variational autoencoders Autor Nutan Chen, Karl, Maximilian, van der Smagt, Patrick

“… In this paper, we explore a method that embeds DMPs into the latent space of a time-dependent variational autoencoder framework…”
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Sensors for Gait, Posture, and Health Monitoring Volume 2

“…In recent years, many technologies for gait and posture assessments have emerged. Wearable sensors, active and passive in-house monitors, and many combinations…”
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Sensors for Gait, Posture, and Health Monitoring Volume 3

“…In recent years, many technologies for gait and posture assessments have emerged. Wearable sensors, active and passive in-house monitors, and many combinations…”
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Sensors for Gait, Posture, and Health Monitoring Volume 1

“…In recent years, many technologies for gait and posture assessments have emerged. Wearable sensors, active and passive in-house monitors, and many combinations…”
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Robustifying models against adversarial attacks by Langevin dynamics Autor Srinivasan, Vignesh, Rohrer, Csaba, Marban, Arturo, Müller, Klaus-Robert, Samek, Wojciech, Nakajima, Shinichi

“… To achieve this task, we introduce a generative model of the conditional distribution of the inputs given labels that can be learned through a supervised Denoising Autoencoder (sDAE…”
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