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05/23/2023
Constrained Proximal Policy Optimization
The problem of constrained reinforcement learning (CRL) holds significan...
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02/16/2023
Distributed Learning in Heterogeneous Environment: federated learning with adaptive aggregation and computation reduction
Although federated learning has achieved many breakthroughs recently, th...
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08/09/2022
Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation
COVID-19 pandemic continues to spread rapidly over the world and causes ...
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08/05/2022
Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks
Time-Frequency Distributions (TFDs) support the heart sound characterisa...
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05/18/2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection
The COVID-19 (Coronavirus disease 2019) has infected more than 151 milli...
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01/12/2020