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01/27/2021
FedH2L: Federated Learning with Model and Statistical Heterogeneity
Federated learning (FL) enables distributed participants to collectively...
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10/30/2018
General audio tagging with ensembling convolutional neural network and statistical features
Audio tagging aims to infer descriptive labels from audio clips. Audio t...
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10/16/2018
Collaborative Deep Learning Across Multiple Data Centers
Valuable training data is often owned by independent organizations and l...
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06/12/2018
Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network
Acoustic scene classification is an intricate problem for a machine. As ...
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05/18/2018