Abstract: We present SparseLUT, a novel training method for Lookup Table (LUT)-based Deep Neural Networks (DNNs) that eliminates the need for random seed optimization-a common requirement in existing ...
Abstract: The classification of marine mammal calls is of enormous significance for the protection of marine mammals. Acoustic methods are the most effective tools for studying and monitoring marine ...
If mHC scales the way early benchmarks suggest, it could reshape how we think about model capacity, compute budgets and the ...
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