Search Results for author: Antonio Joia Neto

Found 2 papers, 0 papers with code

Learning multiplane images from single views with self-supervision

no code implementations18 Oct 2021 Gustavo Sutter P. Carvalho, Diogo C. Luvizon, Antonio Joia Neto, Andre G. C. Pacheco, Otavio A. B. Penatti

Although our method does not require stereo data for supervision, it reaches results on stereo datasets comparable to the state of the art in a zero-shot scenario.

Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations

no code implementations23 Feb 2021 Antonio Joia Neto, Andre G C Pacheco, Diogo C Luvizon

In this paper, we propose a new Sound Event Classification (SEC) method which is inspired in recent works for out-of-distribution detection.

Out-of-Distribution Detection

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