20 citations · 40 across the 9 of their papers we have counts for
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cs.LG2021★ 20 cited
Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words
Santiago Cuervo, Maciej Grabias, Jan Chorowski +4
We investigate the performance on phoneme categorization and phoneme and word segmentation of several self-supervised learning (SSL) methods based on Contrastive Predictive Coding…
cs.NE2021
PAMELI: A Meta-Algorithm for Computationally Expensive Multi-Objective Optimization Problems
Santiago Cuervo, Miguel Melgarejo, Angie Blanco-Cañon +2
We present an algorithm for multi-objective optimization of computationally expensive problems. The proposed algorithm is based on solving a set of surrogate problems defined by mo…