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07/19/2023
TinyTrain: Deep Neural Network Training at the Extreme Edge
On-device training is essential for user personalisation and privacy. Wi...
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05/22/2023
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education
Understanding user perspectives on Artificial Intelligence (AI) in educa...
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06/09/2022
HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask
Federated learning alleviates the privacy risk in distributed learning b...
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03/08/2022
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers
With the advancement of Deep Neural Networks (DNN) and large amounts of ...
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02/21/2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned
Deep Learning (DL) has shown impressive performance in many mobile appli...
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06/14/2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
Various incremental learning (IL) approaches have been proposed to help ...
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08/16/2019