Franco Ronchetti

According to our database, Franco Ronchetti authored at least 23 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment.

Saif Khalid, Saddam Abdulwahab, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Domenec Puig, Hatem A. Rashwan

Neural Comput. Appl., December, 2024

ConvAtt Network: A Low Parameter Approach For Sign Language Recognition.

Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Santiago Ponte Ahón, Oscar Stanchi, Waldo Hasperué

J. Comput. Sci. Technol., 2024

Study on pose-based deep learning models for gloss-free Sign Language Translation.

Pedro Dal Bianco, Gastón Ríos, Waldo Hasperué, Oscar Stanchi, Facundo Manuel Quiroga, Franco Ronchetti

J. Comput. Sci. Technol., 2024

SignAttention: On the Interpretability of Transformer Models for Sign Language Translation.

Pedro Alejandro Dal Bianco, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Enzo Ferrante

CoRR, 2024

First Experiences with the Identification of People at Risk for Diabetes in Argentina using Machine Learning Techniques.

Enzo Rucci, Gonzalo Tittarelli, Franco Ronchetti, Jorge F. Elgart, Laura Lanzarini, Juan José Gagliardino

CoRR, 2024

CB-RISE: Improving the RISE Interpretability Method Through Convergence Detection and Blurred Perturbations.

Oscar Stanchi, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Santiago Ponte Ahón, Waldo Hasperué, Facundo Manuel Quiroga

Proceedings of the Cloud Computing, Big Data and Emerging Topics - 12th Conference, 2024

Wavelength Calibration of Historical Spectrographic Plates with Dynamic Time Warping.

Santiago Andres Ponte Ahón, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Oscar Stanchi, Pedro Dal Bianco, Waldo Hasperué, Yael Aidelman, Roberto Gamen

Proceedings of the Cloud Computing, Big Data and Emerging Topics - 12th Conference, 2024

High-Resolution Income Estimates Using Satellite Imagery: A Deep Learning Approach Applied in Buenos Aires.

Nicolás F. Abbate, Leonardo Gasparini, Franco Ronchetti, Facundo Manuel Quiroga

Proceedings of the L Latin American Computer Conference, 2024

2023

comparison of small sample methods for Handshape Recognition.

Franco Ronchetti, Facundo Manuel Quiroga, Ulises Cornejo Fandos, Gastón Ríos, Pedro Dal Bianco, Waldo Hasperué, Laura Lanzarini

J. Comput. Sci. Technol., April, 2023

LSA64: An Argentinian Sign Language Dataset.

Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete

CoRR, 2023

Handshape recognition for Argentinian Sign Language using ProbSom.

Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini

CoRR, 2023

Revisiting Data Augmentation for Rotational Invariance in Convolutional Neural Networks.

Facundo Manuel Quiroga, Franco Ronchetti, Laura Lanzarini, Aurelio Fernández Bariviera

CoRR, 2023

The Implementation of the RISE Algorithm for the Captum Framework.

Oscar Stanchi, Franco Ronchetti, Facundo Manuel Quiroga

Proceedings of the Cloud Computing, Big Data & Emerging Topics - 11th Conference, 2023

An Analysis of Satellite-Based Machine Learning Models to Estimate Global Solar Irradiance at a Horizontal Plane.

Paula Iturbide, Rodrigo Alonso Suárez, Franco Ronchetti

Proceedings of the Cloud Computing, Big Data & Emerging Topics - 11th Conference, 2023

2022

Statistical analysis of the performance of four Apache Spark ML algorithms.

Genaro Camele, Waldo Hasperué, Franco Ronchetti, Facundo Manuel Quiroga

J. Comput. Sci. Technol., 2022

LSA-T: The First Continuous Argentinian Sign Language Dataset for Sign Language Translation.

Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

2021

A Comparison of Neural Networks for Sign Language Recognition with LSA64.

Iván Mindlin, Facundo Manuel Quiroga, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Laura Lanzarini, Waldo Hasperué

Proceedings of the Cloud Computing, Big Data & Emerging Topics - 9th Conference, 2021

Structured Text Generation for Spanish Freestyle Battles using Neural Networks.

Pedro Dal Bianco, Iván Mindlin, Laura Lanzarini, Franco Ronchetti, Waldo Hasperué, Facundo Manuel Quiroga

Proceedings of the XLVII Latin American Computing Conference, 2021

Distribution Analysis of Postal Mail in Argentina Using Process Mining.

Victor Martinez, Laura Lanzarini, Franco Ronchetti

Proceedings of the Computer Science - CACIC 2021 - 27th Argentine Congress, 2021

2020

Reddening-Free Q Indices to Identify Be Star Candidates.

Yael Aidelman, Carlos Escudero, Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini

Proceedings of the Cloud Computing, Big Data & Emerging Topics - 8th Conference, 2020

2016

Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language.

Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

2015

Distribution of action movements (DAM): a descriptor for human action recognition.

Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini, Cesar Estrebou

Frontiers Comput. Sci., 2015

2013

Face recognition based on fuzzy probabilistic SOM.

Laura Lanzarini, Franco Ronchetti, Cesar Estrebou, Luciana Lens, Aurelio Fernández Bariviera

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013