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Victor G. Turrisi da Costa
Victor G. Turrisi da Costa
PhD Student @ University of Trento
E-mail confirmado em unitn.it
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Ano
Self-Supervised Models are Continual Learners
E Fini*, VGT da Costa*, X Alameda-Pineda, E Ricci, K Alahari, J Mairal
arXiv preprint arXiv:2112.04215, 2021
1142021
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning.
VGT da Costa*, E Fini*, M Nabi, N Sebe, E Ricci
J. Mach. Learn. Res. 23, 56:1-56:6, 2022
962022
IoTDS: A one-class classification approach to detect botnets in Internet of Things devices
VH Bezerra, VGT da Costa, S Barbon Junior, RS Miani, BB Zarpelão
Sensors 19 (14), 3188, 2019
662019
Providing IoT host-based datasets for intrusion detection research∗
VH Bezerra, VGT da Costa, RA Martins, SB Junior, RS Miani, BB Zarpelao
Anais do XVIII Simpósio Brasileiro de Segurança da Informaçao e de Sistemas …, 2018
472018
Strict very fast decision tree: a memory conservative algorithm for data stream mining
VGT da Costa, ACP de Leon Ferreira, SB Junior
Pattern Recognition Letters 116, 22-28, 2018
442018
A framework for human-in-the-loop monitoring of concept-drift detection in event log stream
S Barbon Junior, GM Tavares, VGT Da Costa, P Ceravolo, E Damiani
Companion proceedings of the the web conference 2018, 319-326, 2018
382018
Dual-head contrastive domain adaptation for video action recognition
VGT Da Costa, G Zara, P Rota, T Oliveira-Santos, N Sebe, V Murino, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
332022
Multi-output tree chaining: An interpretative modelling and lightweight multi-target approach
SM Mastelini, VGT da Costa, EJ Santana, FK Nakano, RC Guido, R Cerri, ...
Journal of Signal Processing Systems 91, 191-215, 2019
322019
Detecting mobile botnets through machine learning and system calls analysis
VGT da Costa, S Barbon Jr., RS Miani, JJPC Rodrigues, BB Zarpelão
2017 IEEE International Conference on Communications (ICC), 917-922, 2017
312017
Overlapping analytic stages in online process mining
GM Tavares, P Ceravolo, VGT Da Costa, E Damiani, SB Junior
2019 IEEE International Conference on Services Computing (SCC), 167-175, 2019
292019
Variational prompt tuning improves generalization of vision-language models
MM Derakhshani, E Sanchez, A Bulat, VGT da Costa, CGM Snoek, ...
272022
Deep computer vision system for cocoa classification
JF Lopes, VGT da Costa, DF Barbin, LJP Cruz-Tirado, V Baeten, ...
Multimedia Tools and Applications 81 (28), 41059-41077, 2022
252022
One-class classification to detect botnets in IoT devices∗
VH Bezerra, VGT da Costa, SB Junior, RS Miani, BB Zarpelao
Anais do XVIII Simpósio Brasileiro de Segurança da Informação e de Sistemas …, 2018
222018
Benchmarking multi-target regression methods
SM Mastelini, EJ Santana, VGT da Costa, S Barbon
2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 396-401, 2018
142018
Anomaly detection in business process based on data stream mining
GM Tavares, VGT da Costa, VE Martins, P Ceravolo, S Barbon Jr
Proceedings of the XIV Brazilian symposium on information systems, 1-8, 2018
132018
Mobile botnets detection based on machine learning over system calls
VGTD Costa, S Barbon, RS Miani, JJPC Rodrigues, BB Zarpelão
International Journal of Security and Networks 14 (2), 103-118, 2019
92019
U-healthcare system for pre-diagnosis of Parkinson's disease from voice signal
SB Junior, VGT Costa, SH Chen, RC Guido
2018 IEEE International Symposium on Multimedia (ISM), 271-274, 2018
92018
Bayesian prompt learning for image-language model generalization
MM Derakhshani, E Sanchez, A Bulat, VGT da Costa, CGM Snoek, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
82023
Evaluating the four-way performance trade-off for data stream classification in edge computing
JF Lopes, EJ Santana, VGT da Costa, BB Zarpelão, SB Junior
IEEE Transactions on Network and Service Management 17 (2), 1013-1025, 2020
82020
Unsupervised domain adaptation for video transformers in action recognition
VGT Da Costa, G Zara, P Rota, T Oliveira-Santos, N Sebe, V Murino, ...
2022 26th International Conference on Pattern Recognition (ICPR), 1258-1265, 2022
72022
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