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Abstract: Few-shot Class-incremental Audio Classification (FCAC) aims to progressively recognize incremental classes with few tagged samples and meanwhile memorize base classes. To achieve ...

I have created a script which will allow the new user to learn more about FSDP through hands on. I have tested the code on 4 A100 40GB each gpus. I have added support checkpointing as well for FSDP. I ...

Abstract: Sleep stage classification is an important step in the diagnosis and treatment of sleep disorders. Despite the high classification performance of previous sleep stage classification work, ...

The purpose of this study was to develop a method of classifying cancers to specific diagnostic categories based on their gene expression signatures using artificial neural networks (ANNs). We trained ...