Suchergebnisse - "Variational Encoder-Decoder"

A variational encoder–decoder approach to precise spectroscopic age estimation for large Galactic surveys von Leung, Henry W, Bovy, Jo, Mackereth, J Ted, Miglio, Andrea

“… ABSTRACT Constraints on the formation and evolution of the Milky Way Galaxy require multidimensional measurements of kinematics, abundances, and ages for a …”
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Monocular Semantic Occupancy Grid Mapping With Convolutional Variational Encoder-Decoder Networks von Chenyang Lu, van de Molengraft, Marinus Jacobus Gerardus, Dubbelman, Gijs

“… The network learns to predict four classes, as well as a camera to bird's eye view mapping. At the core, it utilizes a variational encoder-decoder network that encodes …”
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Appraisal of Resistivity Inversion Models with Convolutional Variational Encoder-Decoder Network von Wilson, Bibin, Singh, Anand, Sethi, Amit

“… This paper proposes a Variational Encoder-Decoder (VED) based network to obtain resistivity model, which maps the apparent resistivity data (input …”
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ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs von Chen, Long, Jiang, Zheheng, Barker, Joseph, Zhou, Huiyu, Schlindwein, Fernando, Nicolson, Will, Ng, G. Andre, Li, Xin

“… ECGVEDNET is a novel variational encoder-decoder network …”
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Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models von Behrens, Gunnar, Beucler, Tom, Gentine, Pierre, Iglesias‐Suarez, Fernando, Pritchard, Michael, Eyring, Veronika

“… Here, we use Variational Encoder Decoder structures (VED), a non‐linear dimensionality reduction technique, to learn and understand convective processes …”
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A variational encoder–decoder approach to precise spectroscopic age estimation for large Galactic surveys von Leung, Henry W., Bovy, Jo, Mackereth, J. Ted, Miglio, Andrea

“… Constraints on the formation and evolution of the Milky Way Galaxy require multidimensional measurements of kinematics, abundances, and ages for a large …”
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Uncertainty quantification for goal-oriented inverse problems via variational encoder-decoder networks von Afkham, Babak Maboudi, Chung, Julianne, Chung, Matthias

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Enhancing Portfolio Performance through Financial Time-Series Decomposition-Based Variational Encoder-Decoder Data Augmentation von Kalina, Bayartsetseg, Lee, Ju-Hong

“… The objective of portfolio diversification is to reduce risk and potentially enhance returns by spreading investments across different asset classes. Existing …”
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Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network von Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos

“… The treatment of interfering motion contributions remains one of the key challenges in the domain of radar-based vital sign monitoring. Removal of the …”
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XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision Xlstm and Heteromodal Variational Encoder-Decoder von Zhu, Shenghao, Chen, Yifei, Jiang, Shuo, Chen, Weihong, Liu, Chang, Wang, Yuanhan, Chen, Xu, Ke, Yifan, Qin, Feiwei, Wang, Changmiao, Zhu, Zhu

“… Neurogliomas are among the most aggressive forms of can-cer, presenting considerable challenges in both treatment and monitoring due to their unpredictable …”
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Non-Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models von Behrens, Gunnar, Beucler, Tom, Gentine, Pierre, Iglesias‐Suarez, Fernando, Pritchard, Michael, Eyring, Veronika

“… Not provided …”
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The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models von Alabdallah, Abdallah, Ohlsson, Mattias, Pashami, Sepideh, Rögnvaldsson, Thorsteinn

“… The Concordance Index (C-index) is a commonly used metric in Survival Analysis for evaluating the performance of a prediction model. In this paper, we propose …”
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Domain knowledge-driven variational recurrent networks for drought monitoring von Zhang, Mengxue, Fernández-Torres, Miguel-Ángel, Camps-Valls, Gustau

“… In the context of climate change, droughts, increasingly frequent and severe, necessitate effective monitoring. Existing methods, such as drought indices and …”
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Probabilistic Keyphrase Generation From Copy and Generating Spaces von Yao, Yu, Yang, Peng, Zhao, Guangzhen, Ge, Yanyan, Yang, Ying

“… The proposed model is built upon the vanilla variational encoder-decoder (VED) framework. On top of VED, two separate latent variables are adopted to model the distribution …”
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Sparse and Contractive Graph-Based Variational Encoder-Decoder with Multihead Attention for Robust Spatiotemporal Activity Recognition von Saffari, Mohsen, Singh, Yash Pratap, Khodayar, Mahdi

“… With the increasing adoption of various sensors, human action recognition has gained significant attention across multiple domains, including person …”
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Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network von Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos

“… The treatment of interfering motion contributions remains one of the key challenges in the domain of radar-based vital sign monitoring. Removal of the …”
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Can We Obtain Fine-grained Heartbeat Waveform via Contact-free RF-sensing? von Zhang, Shujie, Zheng, Tianyue, Chen, Zhe, Luo, Jun

“… Contact-free vital-signs monitoring enabled by radio frequency (RF) sensing is gaining increasing attention, thanks to its non-intrusiveness, noise-resistance, …”
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A variational encoder-decoder approach to precise spectroscopic age estimation for large Galactic surveys von Leung, Henry W, Bovy, Jo, Mackereth, J Ted, Miglio, Andrea

“… Constraints on the formation and evolution of the Milky Way Galaxy require multi-dimensional measurements of kinematics, abundances, and ages for a large …”
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Wi-Pulmo: Commodity WiFi Can Capture Your Pulmonary Function Without Mouth Clinging von Zhao, Peng, Huang, Jinyang, Zhang, Xiang, Liu, Zhi, Yan, Huan, Wang, Meng, Zhuang, Guohang, Guo, Yutong, Sun, Xiao, Li, Meng

“… Pulmonary function testing is a crucial examination for respiratory diseases. Current medical spirometers are bulky and inconvenient, while available portable …”
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Non-Linear Dimensionality Reduction with a Variational Encoder Decoder to Understand Convective Processes in Climate Models von Behrens, Gunnar, Beucler, Tom, Gentine, Pierre, Iglesias-Suarez, Fernando, Pritchard, Michael, Eyring, Veronika

“… Here, we use Variational Encoder Decoder structures (VED), a non-linear dimensionality reduction technique, to learn and understand convective processes …”
Volltext