default author photo

João P. Papa

University of São Paulo (USP)

SCHOLARLY PAPERS

13

DOWNLOADS

657

TOTAL CITATIONS

0

Scholarly Papers (13)

1.

Why Consider Quantum Instead Classical Pattern Recognition Techniques?

Number of pages: 10 Posted: 20 Mar 2024
Federal University of Ceara, affiliation not provided to SSRN, University of São Paulo (USP) and Federal University of Ceará
Downloads 98 (704,534)

Abstract:

Loading...

Quantum Computing, Quantum Machine Learning, Quantum Datasets, Quantum Algorithms, QuantumComputing Applications

2.

Letter: Why Consider Quantum Instead Classical Pattern Recognition Techniques?

Number of pages: 10 Posted: 27 Apr 2024
Federal University of Ceara, affiliation not provided to SSRN, University of São Paulo (USP) and Federal University of Ceará
Downloads 92 (736,406)

Abstract:

Loading...

Quantum Computing, Quantum Machine Learning, Quantum Datasets, Quantum Algorithms, Quantum Computing Applications

Bionerf: Biologically Plausible Neural Radiance Fields for View Synthesis

Number of pages: 29 Posted: 08 Aug 2025
University of Wolverhampton, affiliation not provided to SSRN, University of Wolverhampton, University of São Paulo (USP), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,119,531)

Abstract:

Loading...

View Synthesis, Neural Rendering, Biologically Plausible Neural Models

Bionerf: Biologically Plausible Neural Radiance Fields for View Synthesis

Number of pages: 29 Posted: 06 May 2025
University of Wolverhampton, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wolverhampton and University of São Paulo (USP)
Downloads 41 (1,210,354)

Abstract:

Loading...

View Synthesis, Neural Rendering, Biologically Plausible Neural Models

4.

A Comprehensive Study Among Distance Measures on Supervised Optimum-Path Forest Classification

Number of pages: 29 Posted: 30 Sep 2022
University of São Paulo (USP), affiliation not provided to SSRN, University of Wolverhampton and University of São Paulo (USP)
Downloads 57 (989,921)

Abstract:

Loading...

Metric learning, Supervised Learning, Optimum-Path Forest

5.

Which Generative Adversarial Network Yields High-Quality

Number of pages: 15 Posted: 16 Apr 2022
University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of Melbourne, University of Wolverhampton and Royal Melbourne Institute of Technology (RMIT University) - School of Engineering
Downloads 50 (1,086,013)

Abstract:

Loading...

Age-Related Macular Degeneration, Data Augmentation, Generative Adversarial Networks

6.

Survnet: A Low-Complexity Convolutional Neural Network for Survival Time Classification of Patients with Glioblastoma

Number of pages: 11 Posted: 21 Sep 2023
The University of Manchester, King's College London, University of São Paulo (USP), Boğaziçi University, King's College London and The University of Manchester
Downloads 48 (1,097,529)

Abstract:

Loading...

Brain Tumor, Glioma, Glioblastoma, Overall Survival Classification, Deep Learning, Magnetic Resonance Imaging, Convolutional Neural Network.

7.

Natural Language Generation with Similarity-Based Adversarial Learning

Number of pages: 34 Posted: 14 Oct 2022
Gustavo H. Rosa and João P. Papa
University of São Paulo (USP) and University of São Paulo (USP)
Downloads 48 (1,097,529)

Abstract:

Loading...

Natural Language Processing, machine learning, Natural Language Generation, Generative Adversarial Networks, Siamese Networks

8.

Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Future Audio-Visual Hearing Aids

Number of pages: 15 Posted: 16 Sep 2022
University of Wolverhampton, University of São Paulo (USP), Edinburgh Napier University and University of Wolverhampton
Downloads 46 (1,109,210)

Abstract:

Loading...

Cortical Circuits, Canonical Correlation Analysis, Multimodal Learning, Graph Neural Network, Prior Frames Neighborhood, Positional Encoding.

9.

Opfsnn : A Novel Optimum-Path Forest Clustering Approach Based on Shared Near Neighbors for Collaborative Filtering Recommendation

Number of pages: 39 Posted: 04 Aug 2023
Guilherme Brandão Martins and João P. Papa
Federal University of São Carlos and University of São Paulo (USP)
Downloads 42 (1,157,785)

Abstract:

Loading...

Optimum-Path Forest, Shared Near Neighbors, Collaborative Filtering, Sparsity

10.

Multimodal Audio-Visual Information Fusion Using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement

Number of pages: 31 Posted: 08 Aug 2022
University of Wolverhampton, University of São Paulo (USP), University of the Basque Country, Edinburgh Napier University and University of Wolverhampton
Downloads 37 (1,236,159)

Abstract:

Loading...

Canonical Correlation Analysis, Graph Neural Networks, Multimodal learning, Positional Encoding, Prior Frames Neighborhood

11.

Vision Transformers as Sota Models for Lithological Classification of Brazilian Pre-Salt Rocks

Number of pages: 24 Posted: 14 Jun 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP), affiliation not provided to SSRN, affiliation not provided to SSRN, Petrobras and affiliation not provided to SSRN
Downloads 35 (1,263,436)

Abstract:

Loading...

vision transformer, petrographic analysis, thin section, brazilian pre-salt rocks

12.

BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis

Number of pages: 30 Posted: 26 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wolverhampton and University of São Paulo (USP)
Downloads 9

Abstract:

Loading...

View Synthesis, Neural Rendering, Biologically Plausible Neural Models

13.

2D-AEF: Low-Latency Sparse Expert Routing for Network Intrusion Detection

Number of pages: 25 Posted: 12 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP) and affiliation not provided to SSRN
Downloads 6

Abstract:

Loading...

Intrusion Detection Systems, Sparse Expert Routing, Conditional Computation, Ensemble Learning, Low-Latency Inference