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ORCIDArtur Jordão
Person information
- affiliation: University of Campinas (UNICAMP), Institute of Computing, Brazil
- affiliation: Federal University of Minas Gerais, Department of Computer Science, Belo Horizonte, Brazil
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2020 – today
- 2026
[j8]Samuel Vieira Ducca
, Jeferson Rodrigues Cotrim, Artur Jordão, Cíntia Borges Margi:
Toward Scalable and Low-Cost Wi-Fi Sensing: Preventing Animal-Vehicle Collisions on Rural Roads. IEEE Internet Things J. 13(8): 16910-16923 (2026)- [i18]Keith Ando Ogawa, Bruno Lopes Yamamoto, Lucas Lauton de Alcantara, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão:
Layer-wise LoRA fine-tuning: a similarity metric approach. CoRR abs/2602.05988 (2026) - [i17]Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Leandro Giusti Mugnaini, Keith Ogawa, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão:
Compressing LLMs with MoP: Mixture of Pruners. CoRR abs/2602.06127 (2026) - 2025
- [j7]Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna Helena Reali Costa, Artur Jordão:
Layer Pruning With Consensus: A Triple-Win Solution. IEEE Access 13: 148192-148202 (2025) - [j6]Renato Okabayashi Miyaji, Artur Jordão, Pedro Luiz Pizzigatti Corrêa:
Integrating Ensemble Principles Into Co-Teaching for Noise-Tolerant Deep Neural Networks. IEEE Access 13: 190294-190303 (2025) - [j5]Felipe M. Moreno, Marcel R. de Barros, Artur Jordão, Marlon S. Mathias, Marcelo Dottori, Anna Helena Reali Costa, Edson S. Gomi, Fábio G. Cozman, Eduardo Aoun Tannuri:
Improving current forecast by Leveraging Measured Data and numerical models via LiESNs. Environ. Model. Softw. 192: 106556 (2025) - [c17]Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordão:
Efficient LLMs with AMP: Attention Heads and MLP Pruning. IJCNN 2025: 1-8 - [c16]Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordão:
Pruning Everything, Everywhere, All at Once. IJCNN 2025: 1-8 - [c15]Ian Pons, Guilherme B. Stern, Anna Helena Reali Costa, Artur Jordão:
Enhancing Distilled Datasets Via Natural Data Mixing. SIBGRAPI 2025: 1-6 - [c14]Carolina Tavares, Leandro Giusti Mugnaini, Gustavo Henrique do Nascimento, Ian Pons, Keith Ogawa, Guilherme Stern, Lucas Libanio, Aline Paes, Anna Helena Reali Costa, Artur Jordão:
Tiny Titans: Efficient Large Vision, Language and Multimodal Models Through Pruning. SIBGRAPI 2025: 1-6 - [i16]Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordão:
Efficient LLMs with AMP: Attention Heads and MLP Pruning. CoRR abs/2504.21174 (2025) - [i15]Isabela Pereira Gregio, Ian Pons, Anna Helena Reali Costa, Artur Jordão:
Improving Fairness in LLMs Through Testing-Time Adversaries. CoRR abs/2505.12100 (2025) - [i14]Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordão:
Pruning Everything, Everywhere, All at Once. CoRR abs/2506.04513 (2025) - [i13]Vinicius Yuiti Fukase, Heitor Gama, Bárbara Dias Bueno, Lucas Libanio, Anna Helena Reali Costa, Artur Jordão:
One Period to Rule Them All: Identifying Critical Learning Periods in Deep Networks. CoRR abs/2506.15954 (2025) - [i12]Raul Cavalcante Dinardi, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão:
The Virtues of Brevity: Avoid Overthinking in Parallel Test-Time Reasoning. CoRR abs/2510.21067 (2025) - [i11]Keith Ogawa, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Anna Helena Reali Costa, Artur Jordão:
Technical Report on Text Dataset Distillation. CoRR abs/2512.03967 (2025) - 2024
- [c13]Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, José Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordão, Edson S. Gomi, Fábio G. Cozman, Marcelo Dottori, Anna Helena Reali Costa:
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing. AAAI 2024: 21923-21931 - [c12]Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão:
Effective Layer Pruning Through Similarity Metric Perspective. ICPR (5) 2024: 423-438 - [i10]Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão:
Effective Layer Pruning Through Similarity Metric Perspective. CoRR abs/2405.17081 (2024) - [i9]Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna Helena Reali Costa, Artur Jordão:
Layer Pruning with Consensus: A Triple-Win Solution. CoRR abs/2411.14345 (2024) - 2023
- [c11]George Corrêa de Araújo, Artur Jordão, Hélio Pedrini:
Single Image Super-Resolution Based on Capsule Neural Networks. BRACIS (3) 2023: 113-128 - [c10]Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini:
When Layers Play the Lottery, all Tickets Win at Initialization. ICCV (Workshops) 2023: 1196-1205 - [c9]Samuel Vieira Ducca, Artur Jordão, Cíntia Borges Margi:
Detection and Classification of Animal Crossings on Roads Using IoT-Based WiFi Sensing. LATINCOM 2023: 1-6 - [i8]Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini:
When Layers Play the Lottery, all Tickets Win at Initialization. CoRR abs/2301.10835 (2023) - 2021
- [j4]Jessica Sena, Artur Jordão, William Robson Schwartz:
A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. 77: 103091 (2021) - [c8]Artur Jordão, Hélio Pedrini:
On the Effect of Pruning on Adversarial Robustness. ICCVW 2021: 1-11 - [c7]Artur Jordão, Maiko M. I. Lie, Victor Hugo Cunha de Melo, William Robson Schwartz:
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. WACV 2021: 1420-1428 - [i7]Artur Jordão, Hélio Pedrini:
On the Effect of Pruning on Adversarial Robustness. CoRR abs/2108.04890 (2021) - 2020
- [b1]Artur Jordão Lima Correia:
Partial least squares: a deep space odyssey. Federal University of Minas Gerais, Brazil, 2020 - [j3]Artur Jordão, Fernando Yamada, William Robson Schwartz:
Deep network compression based on partial least squares. Neurocomputing 406: 234-243 (2020) - [j2]Artur Jordão, Maiko Lie, William Robson Schwartz:
Discriminative Layer Pruning for Convolutional Neural Networks. IEEE J. Sel. Top. Signal Process. 14(4): 828-837 (2020) - [c6]Artur Jordão, Fernando Akio, Maiko M. I. Lie, William Robson Schwartz:
Stage-Wise Neural Architecture Search. ICPR 2020: 1985-1992 - [i6]Artur Jordão, Fernando Akio, Maiko Lie, William Robson Schwartz:
Depth-Wise Neural Architecture Search. CoRR abs/2004.11178 (2020)
2010 – 2019
- 2019
- [i5]Artur Jordão, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz:
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. CoRR abs/1910.02319 (2019) - 2018
- [j1]Artur Jordão, Leonardo Antônio Borges Torres, William Robson Schwartz:
Novel approaches to human activity recognition based on accelerometer data. Signal Image Video Process. 12(7): 1387-1394 (2018) - [c5]Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz:
Face Verification: Strategies for Employing Deep Models. FG 2018: 258-262 - [c4]Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz:
Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. IJCNN 2018: 1-7 - [i4]Jessica Sena, Artur Jordão, William Robson Schwartz:
A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR abs/1806.03361 (2018) - [i3]Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz:
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR abs/1806.05226 (2018) - [i2]Artur Jordão, Fernando Yamada, William Robson Schwartz:
Pruning Deep Neural Networks using Partial Least Squares. CoRR abs/1810.07610 (2018) - 2017
- [c3]Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz:
Boosted Projection: An Ensemble of Transformation Models. CIARP 2017: 331-338 - [i1]Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz:
Latent hypernet: Exploring all Layers from Convolutional Neural Networks. CoRR abs/1711.02652 (2017) - 2016
- [c2]Artur Jordão Lima Correia, William Robson Schwartz:
Oblique random forest based on partial least squares applied to pedestrian detection. ICIP 2016: 2931-2935 - [c1]Artur Jordão, Jessica Sena de Souza, William Robson Schwartz:
A late fusion approach to combine multiple pedestrian detectors. ICPR 2016: 4250-4255
Coauthor Index
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