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ORCIDVictor 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)- [i9]Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor Guilherme Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander T. Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby:
Multimodal Autoregressive Pre-training of Large Vision Encoders. CoRR abs/2411.14402 (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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