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08/19/2022
Federated Learning with Noisy Labels
Federated Learning (FL) is a distributed machine learning paradigm that ...
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02/05/2022
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning
Speech Emotion Recognition (SER) refers to the recognition of human emot...
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07/14/2021
Federated Self-Training for Semi-Supervised Audio Recognition
Federated Learning is a distributed machine learning paradigm dealing wi...
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12/26/2020
Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks
The increasing bandwidth requirement of new wireless applications has le...
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07/25/2020
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence
Smartphones, wearables, and Internet of Things (IoT) devices produce a w...
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07/27/2019
Multi-task Self-Supervised Learning for Human Activity Detection
Deep learning methods are successfully used in applications pertaining t...
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08/27/2018
Learning behavioral context recognition with multi-stream temporal convolutional networks
Smart devices of everyday use (such as smartphones and wearables) are in...
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03/28/2013
