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cs.SD2024★ 1 cited
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging
Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos
We introduce Label-Combination Prototypical Networks (LC-Protonets) to address the problem of multi-label few-shot classification, where a model must generalize to new classes base…
cs.LG2024
Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Node
Andreas Charalampopoulos, Nikolas Chatzis, Foivos Ntoulas-Panagiotopoulos +2
Fast feedforward networks (FFFs) are a class of neural networks that exploit the observation that different regions of the input space activate distinct subsets of neurons in wide…