Facundo Manuel Quiroga

36 papers C 3Journal 24Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bringing Balance to Hand Shape Classification: Mitigating Data Imbalance Through Generative Models.
CoRR
Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025 J jnl
Bringing balance to hand shape classification: Mitigating data imbalance through generative models.
Appl. Soft Comput.
Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025 J jnl
HandCraft: Dynamic Sign Generation for Synthetic Data Augmentation.
CoRR
Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025 C conf
PlateUNLP V2: Automating Spectral Extraction, Calibration, and Metadata from Digitized Glass Plate.
CLEI
Santiago Andres Ponte Ahón, Juan Martín Seery, Lautaro Pereyra, Matilde Iannuzzi, Facundo Manuel Quiroga, Franco Ronchetti, Yael Aidelman, Waldo Hasperué, Roberto Gamen, Lydia Cidale
2025 J jnl
ReTrOH-UNLP: Conservation of the Historical Observational Work of the Astronomical Observatory of La Plata with Computer Vision.
ACM Journal on Computing and Cultural Heritage
Santiago Andres Ponte Ahón, Yael Aidelman, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Waldo Hasperué, Matilde Iannuzzi, Romina Peralta, Mónica Lopez, Aurelio Fernández Bariviera, Lydia Cidale, Roberto Gamen
2025 J jnl
Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components.
J. Comput. Sci. Technol.
Federico Rabinovich, Facundo Manuel Quiroga, Franco Ronchetti
2024 — conf
CB-RISE: Improving the RISE Interpretability Method Through Convergence Detection and Blurred Perturbations.
JCC-BD&ET
Oscar Stanchi, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Santiago Ponte Ahón, Waldo Hasperué, Facundo Manuel Quiroga
2024 J jnl
ConvAtt Network: A Low Parameter Approach For Sign Language Recognition.
J. Comput. Sci. Technol.
Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Santiago Ponte Ahón, Oscar Stanchi, Waldo Hasperué
2024 J jnl
FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning.
Expert Syst. Appl.
Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2024 J jnl
FGR-Net:Interpretable fundus imagegradeability classification based on deepreconstruction learning.
CoRR
Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2024 C conf
High-Resolution Income Estimates Using Satellite Imagery: A Deep Learning Approach Applied in Buenos Aires.
CLEI
Nicolás F. Abbate, Leonardo Gasparini, Franco Ronchetti, Facundo Manuel Quiroga
2024 — conf
PlateUNLP: An Open-Source Solution for Automating the Digitization of Historical Astronomical Plates.
GCH
Santiago Andres Ponte Ahón, Yael Aidelman, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Waldo Hasperué, Matilde Iannuzzi, Romina Peralta, Mónica Lopez, Aurelio Fernández Bariviera, Lydia Cidale, Roberto Gamen
2024 J jnl
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation.
CoRR
Pedro Alejandro Dal Bianco, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Enzo Ferrante
2024 J jnl
Study on pose-based deep learning models for gloss-free Sign Language Translation.
J. Comput. Sci. Technol.
Pedro Dal Bianco, Gastón Ríos, Waldo Hasperué, Oscar Stanchi, Facundo Manuel Quiroga, Franco Ronchetti
2024 J jnl
VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment.
Neural Comput. Appl.
Saif Khalid, Saddam Abdulwahab, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Domenec Puig, Hatem A. Rashwan
2024 — conf
Wavelength Calibration of Historical Spectrographic Plates with Dynamic Time Warping.
JCC-BD&ET
Santiago Andres Ponte Ahón, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Oscar Stanchi, Pedro Dal Bianco, Waldo Hasperué, Yael Aidelman, Roberto Gamen
2023 J jnl
Distribution of Action Movements (DAM): A Descriptor for Human Action Recognition.
CoRR
Facundo Manuel Quiroga, Franco Ronchetti, Laura Lanzarini, Cesar Estrebou
2023 J jnl
Handshape recognition for Argentinian Sign Language using ProbSom.
CoRR
Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini
2023 J jnl
Invariance Measures for Neural Networks.
CoRR
Facundo Manuel Quiroga, Jordina Torrents-Barrena, Laura Cristina Lanzarini, Domenec Puig-Valls
2023 J jnl
Invariance measures for neural networks.
Appl. Soft Comput.
Facundo Manuel Quiroga, Jordina Torrents-Barrena, Laura Lanzarini, Domenec Puig-Valls
2023 J jnl
LSA64: An Argentinian Sign Language Dataset.
CoRR
Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2023 J jnl
Revisiting Data Augmentation for Rotational Invariance in Convolutional Neural Networks.
CoRR
Facundo Manuel Quiroga, Franco Ronchetti, Laura Lanzarini, Aurelio Fernández Bariviera
2023 J jnl
Sign Languague Recognition without frame-sequencing constraints: A proof of concept on the Argentinian Sign Language.
CoRR
Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2023 — conf
The Implementation of the RISE Algorithm for the Captum Framework.
JCC-BD&ET
Oscar Stanchi, Franco Ronchetti, Facundo Manuel Quiroga
2023 J jnl
comparison of small sample methods for Handshape Recognition.
J. Comput. Sci. Technol.
Franco Ronchetti, Facundo Manuel Quiroga, Ulises Cornejo Fandos, Gastón Ríos, Pedro Dal Bianco, Waldo Hasperué, Laura Lanzarini
2022 — conf
LSA-T: The First Continuous Argentinian Sign Language Dataset for Sign Language Translation.
IBERAMIA
Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete
2022 J jnl
LSA-T: The first continuous Argentinian Sign Language dataset for Sign Language Translation.
CoRR
Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete
2022 J jnl
Statistical analysis of the performance of four Apache Spark ML algorithms.
J. Comput. Sci. Technol.
Genaro Camele, Waldo Hasperué, Franco Ronchetti, Facundo Manuel Quiroga
2021 — conf
A Comparison of Neural Networks for Sign Language Recognition with LSA64.
JCC-BD&ET
Iván Mindlin, Facundo Manuel Quiroga, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Laura Lanzarini, Waldo Hasperué
2021 J jnl
Invariance and Same-Equivariance Measures for Convolutional Neural Networks.
CLEI Electron. J.
Facundo Manuel Quiroga
2021 C conf
Structured Text Generation for Spanish Freestyle Battles using Neural Networks.
CLEI
Pedro Dal Bianco, Iván Mindlin, Laura Lanzarini, Franco Ronchetti, Waldo Hasperué, Facundo Manuel Quiroga
2020 — conf
Reddening-Free Q Indices to Identify Be Star Candidates.
JCC-BD&ET
Yael Aidelman, Carlos Escudero, Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini
2020 J jnl
Thesis Overview Invariance and Same-Equivariance Measures for Convolutional Neural Networks.
J. Comput. Sci. Technol.
Facundo Manuel Quiroga, Laura Lanzarini
2019 — conf
Measuring (in)variances in Convolutional Networks.
JCC&BD
Facundo Manuel Quiroga, Jordina Torrents-Barrena, Laura Lanzarini, Domenec Puig
2016 — conf
Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language.
IBERAMIA
Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2015 J jnl
Distribution of action movements (DAM): a descriptor for human action recognition.
Frontiers Comput. Sci.
Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini, Cesar Estrebou