Search Results for author: Edwin Villanueva

Found 2 papers, 2 papers with code

Investigating generative neural-network models for building pest insect detectors in sticky trap images for the Peruvian horticulture

1 code implementation NeurIPS Workshop LatinX_in_AI 2021 Joel Jossue Cabrera Rios, Edwin Villanueva

Experiments with images of seven species of pest insects of the Peruvian horticulture showed that the WGAN and VAE models are able to learn to generate images of such species.

Auto-Rotating Perceptrons

1 code implementation6 Oct 2019 Daniel Saromo, Elizabeth Villota, Edwin Villanueva

This paper proposes an improved design of the perceptron unit to mitigate the vanishing gradient problem.

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