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04/02/2023
Progressive Random Convolutions for Single Domain Generalization
Single domain generalization aims to train a generalizable model with on...
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06/24/2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification
While using two-dimensional convolutional neural networks (2D-CNNs) in i...
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04/18/2021
Federated Learning of User Verification Models Without Sharing Embeddings
We consider the problem of training User Verification (UV) models in fed...
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03/25/2021
SubSpectral Normalization for Neural Audio Data Processing
Convolutional Neural Networks are widely used in various machine learnin...
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07/09/2020
Federated Learning of User Authentication Models
Machine learning-based User Authentication (UA) models have been widely ...
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10/19/2017