Search Results for author: Felipe Moreno-Vera

Found 4 papers, 3 papers with code

WSAM: Visual Explanations from Style Augmentation as Adversarial Attacker and Their Influence in Image Classification

1 code implementation29 Aug 2023 Felipe Moreno-Vera, Edgar Medina, Jorge Poco

Currently, style augmentation is capturing attention due to convolutional neural networks (CNN) being strongly biased toward recognizing textures rather than shapes.

Image Classification Style Transfer

Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums

no code implementations3 Aug 2023 Felipe Moreno-Vera, Mateus Nogueira, Cainã Figueiredo, Daniel Sadoc Menasché, Miguel Bicudo, Ashton Woiwood, Enrico Lovat, Anton Kocheturov, Leandro Pfleger de Aguiar

This paper proposes a machine learning-based approach for detecting the exploitation of vulnerabilities in the wild by monitoring underground hacking forums.

Performing Deep Recurrent Double Q-Learning for Atari Games

2 code implementations16 Aug 2019 Felipe Moreno-Vera

Currently, many applications in Machine Learning are based on define new models to extract more information about data, In this case Deep Reinforcement Learning with the most common application in video games like Atari, Mario, and others causes an impact in how to computers can learning by himself with only information called rewards obtained from any action.

Atari Games Q-Learning +2

Car Monitoring System in Apartment Garages by Small Autonomous Car using Deep Learning

2 code implementations1 Sep 2018 Leonardo León, Felipe Moreno-Vera, Renato Castro, José Navío, Marco Capcha

In addition, the small robot has its own location system using beacons that allow us to identify the position of the parking lot corresponding to each tenant of the building while the mini-car is on its way.

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