Showing 5,281 - 5,300 results of 11,478 for search 'learning function', query time: 0.20s Refine Results
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    The A3C Algorithm With Eligibility Traces of Energy Management for Plug-In Hybrid Electric Vehicles by Dingyi Guo, Guangyin Lei, Huichao Zhao, Fang Yang, Qiang Zhang

    Published 2025-01-01
    “…The core of the paper focuses on the application of the Asynchronous Advantage Actor-Critic (A3C) algorithm to address this problem. To enhance the learning process, eligibility traces are introduced to refine the advantage function by weighting historical actions. …”
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    LTAU-FF: Loss Trajectory Analysis for Uncertainty in atomistic Force Fields by Joshua A Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi

    Published 2025-01-01
    “…Model ensembles are effective tools for estimating prediction uncertainty in deep learning atomistic force fields. However, their widespread adoption is hindered by high computational costs and overconfident error estimates. …”
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  6. 5286

    Nearest-neighbors neural network architecture for efficient sampling of statistical physics models by Luca Maria Del Bono, Federico Ricci-Tersenghi, Francesco Zamponi

    Published 2025-01-01
    “…In particular, it captures properties such as the energy, the correlation function and the overlap probability distribution. …”
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    Cuproptosis-related signature and immune infiltration in age-related macular degeneration by Chen Li, Yi-Cheng Lu, Ming-Xuan Chen

    Published 2025-09-01
    “…RESULTS: Six genes, including ATP7A, DBT, VEGFA, UBE2D3, CP, SLC31A1, were screened as cuproptosis-signature in AMD via three machine learning methods. Next, SLC31A1 and VEGFA was selected as hub genes by performance evaluation in an external dataset GSE160011, further analysis showed that SLC31A1 and VEGFA were associated with pathways related to immune signaling and immune function, which were then observed in relation to infiltrating immune cells. …”
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    Wahrnehmungen der Auswirkungen der Corona-Pandemie auf das Lernen und den Bildungsgang durch die Kollegiat*innen des Oberstufen-Kollegs by Lynn Keyser, Michaele Geweke

    Published 2024-12-01
    “…The guiding research question is how the pandemic has affected their learning and teaching from the students' perspective. …”
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    A Review on the Few-Shot SAR Target Recognition by Junjun Yin, Changxian Duan, Hongbo Wang, Jian Yang

    Published 2024-01-01
    “…Recently, the utilization of deep learning for SAR image recognition has become a crucial discipline in radar image interpretation since the deepened networks can generate the high-dimensional features and make the function fit accurately when with a large amount of training samples. …”
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    RMixDA: A Random Compound Data Augmentation Operation Framework for Neural Machine Translation by Huijun Wang, Xiaojing Du, Xinkun Hao

    Published 2025-01-01
    “…We further incorporate contrastive learning, identifying augmented data as positive or negative samples to evaluate similarity more effectively. …”
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    High-Throughput 3D Rice Chalkiness Detection Based on Micro-CT and VSE-UNet by Zhiqi Cai, Yangjun Deng, Xinghui Zhu, Bo Li, Chenglin Xu, Donghui Li

    Published 2025-02-01
    “…For the accurate segmentation of kernels and chalky regions, we propose VSE-UNet, an improved VGG-UNet with an SE attention mechanism for enhanced feature learning. Through comprehensive training optimization strategies, including the Dice focal loss function and dropout technique, the model achieves robust and accurate segmentation of both kernels and chalky regions in continuous CT slices. …”
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    A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity by Ryan L'Abbate, Anthony D'Onofrio, Samuel Stein, Samuel Yen-Chi Chen, Ang Li, Pin-Yu Chen, Juntao Chen, Ying Mao

    Published 2024-01-01
    “…In this article, we concentrate on quantum deep learning and introduce a collaborative classical-quantum architecture called co-TenQu. …”
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    DANNET: deep attention neural network for efficient ear identification in biometrics by Deepthy Mary Alex, Kalpana Chowdary M., Hanan Abdullah Mengash, Venkata Dasu M., Natalia Kryvinska, Chinna Babu J., Ajmeera Kiran

    Published 2024-12-01
    “…This shift has highlighted the need for reliable biometric systems that can function effectively even when facial features are partially obscured. …”
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