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What do end-to-end speech models learn about speaker, language and channel information? A layer-wise and neuron-level analysis
منشور في 2024"…(ii) how is it represented and distributed? and (iii) can we identify a minimal subset of the network that possesses this information? …"
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HistoMSC: Density and topology analysis for AI-based visual annotation of histopathology whole slide images
منشور في 2025"…<p>We introduce an end-to-end framework for the automated visual annotation of histopathology whole slide images. …"
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Evolutionary Game-Based Battery Scheduling: A Comparative Study for Prosumers in Smart Grids
منشور في 2025"…In this paper, a comprehensive energy management system (EMS) framework for battery scheduling is proposed to optimize the use of distributed energy resources (DERs) among prosumers in smart grid communities. …"
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The unified effect of data encoding, ansatz expressibility and entanglement on the trainability of HQNNs
منشور في 2023"…However, the integration of quantum computing and machine learning poses several challenges. …"
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ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification
منشور في 2024"…This article aims to incorporate this disease and region-dependent prior probability distribution within a deep learning framework. We present the ThoraX-PriorNet, a novel attention-based CNN model for thoracic disease classification. …"