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ORCIDRafael Padilha
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2020 – today
- 2024
[i4]Somya Sharma, Swati Sharma, Rafael Padilha, Emre Kiciman, Ranveer Chandra:
Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization. CoRR abs/2401.07175 (2024)- [i3]Maria Angels de Luis Balaguer, Vinamra Benara, Renato Luiz de Freitas Cunha, Roberto de M. Estevão Filho, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo O. Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra:
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture. CoRR abs/2401.08406 (2024) - 2023
- [i2]João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha:
The Age of Synthetic Realities: Challenges and Opportunities. CoRR abs/2306.11503 (2023) - 2022
- [j5]William Dias
, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, Waldir R. de Almeida, Paula D. P. Costa, Anderson Rocha:
Cross-dataset emotion recognition from facial expressions through convolutional neural networks. J. Vis. Commun. Image Represent. 82: 103395 (2022) - [j4]Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs:
Content-Aware Detection of Temporal Metadata Manipulation. IEEE Trans. Inf. Forensics Secur. 17: 1316-1327 (2022) - [c7]Gabriel Bianchin de Oliveira, Lucas David, Rafael Padilha, Ana Paula da Silva, Francine de Paula, Lucas Infante, Lucio Jorge, Patricia Xavier, Zanoni Dias:
Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART (3) 2022: 574-580 - [c6]Antonio Theophilo, Rafael Padilha, Fernanda A. Andaló, Anderson Rocha:
Explainable Artificial Intelligence for Authorship Attribution on Social Media. ICASSP 2022: 2909-2913 - 2021
- [j3]Rafael Padilha, Fernanda A. Andaló, Bahram Lavi, Luís A. M. Pereira, Anderson Rocha:
Temporally sorting images from real-world events. Pattern Recognit. Lett. 147: 212-219 (2021) - [c5]Daniel Ferber, Felipe Vieira, João Dalben, Mariana Ferraz, Nicholas Sato, Gabriel Bianchin de Oliveira, Rafael Padilha, Zanoni Dias:
Deep Learning-Based COVID-19 Diagnostics of Low-Quality CT Images. BSB 2021: 69-80 - [i1]Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs:
Content-Based Detection of Temporal Metadata Manipulation. CoRR abs/2103.04736 (2021) - 2020
- [j2]Rafael Padilha, Caroline Mazini Rodrigues, Fernanda A. Andaló, Gabriel Bertocco, Zanoni Dias, Anderson Rocha:
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE Secur. Priv. 18(6): 23-32 (2020) - [j1]Rafael Padilha, Fernanda A. Andaló, Gabriel Bertocco, Waldir R. de Almeida, William Dias, Thiago Resek, Ricardo da Silva Torres, Jacques Wainer, Anderson Rocha:
Two-tiered face verification with low-memory footprint for mobile devices. IET Biom. 9(5): 205-215 (2020) - [c4]Rafael Padilha, Fernanda A. Andaló, Anderson Rocha:
Improving the Chronological Sorting of Images through Occlusion: A Study on the Notre-Dame Cathedral Fire. ICASSP 2020: 2972-2976 - [c3]Gabriel Bianchin de Oliveira, Rafael Padilha, André Dorte, Luis Cereda, Luiz Miyazaki, Maurício Lopes, Zanoni Dias:
COVID-19 X-ray Image Diagnostic with Deep Neural Networks. BSB 2020: 57-68
2010 – 2019
- 2017
- [c2]Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid:
A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB 2017: 688-696 - 2012
- [c1]Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha:
Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS 2012: 1-4
Coauthor Index
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