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Victor G. T. da Costa
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2020 – today
- 2024
- [j9]Giacomo Zara
, Victor Guilherme Turrisi da Costa, Subhankar Roy
, Paolo Rota, Elisa Ricci
:
Simplifying open-set video domain adaptation with contrastive learning. Comput. Vis. Image Underst. 241: 103953 (2024) - 2023
- [c15]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Bayesian Prompt Learning for Image-Language Model Generalization. ICCV 2023: 15191-15200 - [i8]Giacomo Zara, Victor Guilherme Turrisi da Costa, Subhankar Roy
, Paolo Rota, Elisa Ricci
:
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning. CoRR abs/2301.03322 (2023) - [i7]Victor G. Turrisi da Costa, Nicola Dall'Asen, Yiming Wang, Nicu Sebe, Elisa Ricci:
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification. CoRR abs/2312.03046 (2023) - 2022
- [j8]Victor Guilherme Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. J. Mach. Learn. Res. 23: 56:1-56:6 (2022) - [j7]Jessica Fernandes Lopes
, Victor G. Turrisi da Costa, Douglas Fernandes Barbin, Luis Jam Pier Cruz-Tirado
, Baeten Vincent, Sylvio Barbon Junior
:
Deep computer vision system for cocoa classification. Multim. Tools Appl. 81(28): 41059-41077 (2022) - [c14]Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci
, Karteek Alahari, Julien Mairal:
Self-Supervised Models are Continual Learners. CVPR 2022: 9611-9620 - [c13]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe
, Vittorio Murino, Elisa Ricci
:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. ICPR 2022: 1258-1265 - [c12]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota
, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci
:
Dual-Head Contrastive Domain Adaptation for Video Action Recognition. WACV 2022: 2234-2243 - [i6]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota
, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci
:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. CoRR abs/2207.12842 (2022) - [i5]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Variational prompt tuning improves generalization of vision-language models. CoRR abs/2210.02390 (2022) - 2021
- [i4]Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. CoRR abs/2108.01775 (2021) - [i3]Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal:
Self-Supervised Models are Continual Learners. CoRR abs/2112.04215 (2021) - 2020
- [j6]Jessica Fernandes Lopes
, Everton Jose Santana
, Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão
, Sylvio Barbon Junior
:
Evaluating the Four-Way Performance Trade-Off for Data Stream Classification in Edge Computing. IEEE Trans. Netw. Serv. Manag. 17(2): 1013-1025 (2020) - [c11]Vinicius Eiji Martins
, Victor G. Turrisi da Costa
, Sylvio Barbon Junior
:
Active Learning Embedded in Incremental Decision Trees. BRACIS (2) 2020: 367-381
2010 – 2019
- 2019
- [j5]Victor G. T. da Costa, Sylvio Barbon Junior
, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão:
Mobile botnets detection based on machine learning over system calls. Int. J. Secur. Networks 14(2): 103-118 (2019) - [j4]Gabriel Marques Tavares
, Victor Guilherme Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Jr.:
Leveraging Anomaly Detection in Business Process with Data Stream Mining. Braz. J. Inf. Syst. 12(1): 54-75 (2019) - [j3]Vitor Hugo Bezerra
, Victor Guilherme Turrisi da Costa
, Sylvio Barbon Junior
, Rodrigo Sanches Miani
, Bruno Bogaz Zarpelão
:
IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices. Sensors 19(14): 3188 (2019) - [j2]Saulo Martiello Mastelini
, Victor Guilherme Turrisi da Costa, Everton Jose Santana
, Felipe Kenji Nakano, Rodrigo Capobianco Guido
, Ricardo Cerri
, Sylvio Barbon Junior
:
Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach. J. Signal Process. Syst. 91(2): 191-215 (2019) - [c10]Gabriel Marques Tavares
, Paolo Ceravolo, Victor G. Turrisi da Costa, Ernesto Damiani, Sylvio Barbon Junior
:
Overlapping Analytic Stages in Online Process Mining. SCC 2019: 167-175 - [c9]Victor Guilherme Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
, Sylvio Barbon
:
Online Local Boosting: Improving Performance in Online Decision Trees. BRACIS 2019: 132-137 - [c8]Victor G. Turrisi da Costa, Everton Jose Santana
, Jessica Fernandes Lopes
, Sylvio Barbon Jr.
:
Evaluating the Four-Way Performance Trade-Off for Stream Classification. GPC 2019: 3-17 - [i2]Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Jr.:
Online Local Boosting: improving performance in online decision trees. CoRR abs/1907.07207 (2019) - 2018
- [j1]Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho
, Sylvio Barbon Junior
:
Strict Very Fast Decision Tree: A memory conservative algorithm for data stream mining. Pattern Recognit. Lett. 116: 22-28 (2018) - [c7]Saulo Martiello Mastelini, Everton Jose Santana
, Victor Guilherme Turrisi da Costa, Sylvio Barbon
:
Benchmarking Multi-target Regression Methods. BRACIS 2018: 396-401 - [c6]Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho
, Sylvio Barbon
:
Making Data Stream Classification Tree-Based Ensembles Lighter. BRACIS 2018: 480-485 - [c5]Sylvio Barbon Junior
, Victor G. Turrisi da Costa, Shi-Huang Chen, Rodrigo Capobianco Guido:
U-Healthcare System for Pre-Diagnosis of Parkinson's Disease from Voice Signal. ISM 2018: 271-274 - [c4]Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Sylvio Barbon Junior:
Online detection of Botnets on Network Flows using Stream Mining. SBRC 2018: 225-238 - [c3]Gabriel Marques Tavares
, Victor G. Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo
, Sylvio Barbon Junior
:
Anomaly Detection in Business Process based on Data Stream Mining. SBSI 2018: 16:1-16:8 - [c2]Sylvio Barbon Junior
, Gabriel Marques Tavares
, Victor G. Turrisi da Costa, Paolo Ceravolo, Ernesto Damiani:
A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream. WWW (Companion Volume) 2018: 319-326 - [i1]Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior:
Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining. CoRR abs/1805.06368 (2018) - 2017
- [c1]Victor G. T. da Costa, Sylvio Barbon
, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão:
Detecting mobile botnets through machine learning and system calls analysis. ICC 2017: 1-6
Coauthor Index
aka: André Carlos Ponce de Leon Ferreira de Carvalho
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