Rafael Padilha

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Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
Fernanda Andaló, Ph.D.Lead AI Engineer at The LEGO Group / Co-founder and Chief Scientist at SciPetVerified email at lego.com
Gabriel Capiteli BertoccoPostdoctoral Researcher in Artificial Intelligence on University of CampinasVerified email at ic.unicamp.br
Jacques WainerUniversity of CampinasVerified email at ic.unicamp.br
Waldir Rodrigues de AlmeidaUniversity of Campinas (Unicamp)Verified email at students.ic.unicamp.br
William M. DiasInstitute of Computing, University of CampinasVerified email at students.ic.unicamp.br
Ricardo da Silva TorresProfessor in Data Science and Artificial Intelligence, Wageningen University & ResearchVerified email at wur.nl
Ranveer ChandraManaging Director, Research for Industry, GM Networking Research, Microsoft ResearchVerified email at microsoft.com
Swati SharmaMicrosoft CorporationVerified email at microsoft.com
Antonio TheophiloData Scientist at Bing/MicrosoftVerified email at microsoft.com
Zanoni DiasInstitute of Computing - University of CampinasVerified email at ic.unicamp.br
João Phillipe CardenutoPh.D. candidate at UNICAMPVerified email at dac.unicamp.br
Sara MalvarMicrosoft ResearchVerified email at microsoft.com
Morris SharpSenior Research Software Engineer, MicrosoftVerified email at microsoft.com
Bruno SilvaMicrosoft ResearchVerified email at microsoft.com
Leonardo NunesMicrosoftVerified email at microsoft.com
Jennifer MarsmanMicrosoftVerified email at microsoft.com
Sébastien MarcelSenior researcher ( Idiap research institute ) and Professor ( University of Lausanne )Verified email at idiap.ch
Daniel MoreiraAssistant Professor of Computer Science, Loyola University ChicagoVerified email at luc.edu
Gabriel Bianchin de OliveiraPhD Candidate, Institute of Computing, University of CampinasVerified email at ic.unicamp.br

Rafael Padilha

Microsoft Research

Verified email at microsoft.com - Homepage

Machine Learning Computer Vision


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A competition on generalized software-based face presentation attack detection in mobile scenarios Z Boulkenafet, J Komulainen, Z Akhtar, A Benlamoudi, D Samai, ... 2017 IEEE international joint conference on biometrics (IJCB), 688-696, 2017	155	2017
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function WR Almeida, FA Andaló, R Padilha, G Bertocco, W Dias, R da S. Torres, ... PLOS ONE 15 (9), 1-24, 2020	42*	2020
Cross-dataset emotion recognition from facial expressions through convolutional neural networks W Dias, F Andalo, R Padilha, G Bertocco, W Almeida, P Costa, A Rocha Journal of Visual Communication and Image Representation 82, 103395, 2022	28	2022
Data fusion for multi-lesion diabetic retinopathy detection HF Jelinek, R Pires, R Padilha, S Goldenstein, J Wainer, T Bossomaier, ... 2012 25th IEEE International Symposium on Computer-Based Medical Systems …, 2012	27	2012
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture A Balaguer, V Benara, RL de Freitas Cunha, R de M. Estevão Filho, ... arXiv preprint arXiv:2401.08406, 2024	24	2024
The age of synthetic realities: Challenges and opportunities JP Cardenuto, J Yang, R Padilha, R Wan, D Moreira, H Li, S Wang, ... APSIPA Transactions on Signal and Information Processing 12 (1), 2023	22	2023
Quality control and multi-lesion detection in automated retinopathy classification using a visual words dictionary HF Jelinek, R Pires, R Padilha, S Goldenstein, J Wainer, A Rocha Intl. Conference of the IEEE Engineering in Medicine and Biology Society …, 2013	12	2013
Content-Aware Detection of Temporal Metadata Manipulation R Padilha, T Salem, S Workman, FA Andaló, A Rocha, N Jacobs IEEE Transactions on Information Forensics and Security 17, 1316-1327, 2022	10	2022
Explainable Artificial Intelligence for Authorship Attribution on Social Media A Theophilo, R Padilha, FA Andaló, A Rocha ICASSP 2022 - Intl. Conf. on Acoustics, Speech, and Signal Processing, 2022	9	2022
A Inteligência Artificial e os desafios da Ciência Forense Digital no século XXI R Padilha, A Theóphilo, FA Andaló, DA Vega-Oliveros, JP Cardenuto, ... Estudos Avançados 35 (101), 113-138, 2021	9	2021
Temporally sorting images from real-world events R Padilha, FA Andaló, B Lavi, LAM Pereira, A Rocha Pattern Recognition Letters 147, 212-219, 2021	8	2021
Multiple-tiered facial recognition FA Andalo, RS Padilha, WR De Almeida, GC Bertocco, J Wainer, ... US Patent 10,733,279, 2020	8	2020
Unraveling the Notre-Dame Cathedral Fire in Space and Time: an X-coherence Approach R Padilha, FA Andaló, LAM Pereira, A Rocha Crime Science and Digital Forensics: A Holistic View, 2021	7	2021
COVID-19 X-ray Image Diagnostic with Deep Neural Networks G Oliveira, R Padilha, A Dorte, L Cereda, L Miyazaki, M Lopes, Z Dias Brazilian Symposium on Bioinformatics, 57-68, 2020	7	2020
Improving the chronological sorting of images through occlusion: A study on the Notre-Dame cathedral fire R Padilha, FA Andaló, A Rocha ICASSP 2020 - Intl. Conf. on Acoustics, Speech, and Signal Processing, 2020	5	2020
Two-tiered facial verification for mobile devices R Padilha, FA Andaló, RS Torres, A Rocha, J Wainer 31st Conference on Graphics, Patterns and Images (SIBGRAPI), 2018	5	2018
Two-tiered face verification with low-memory footprint for mobile devices RS Padilha, F Andalo, G Bertocco, W Almeida, W Dias, T Resek, R Torres, ... IET Biometrics 9 (5), 205 – 215, 2020	4	2020
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding R Padilha, CM Rodrigues, FA Andaló, G Bertocco, Z Dias, A Rocha IEEE Security and Privacy, 2020	3	2020
Timestamp Estimation From Outdoor Scenes T Salem, J Hwang, R Padilha	1	2022
Deep Learning-based COVID-19 diagnostics of low-quality CT images D Ferber, F Vieira, J Dalben, M Ferraz, N Sato, G Oliveira, R Padilha, ... Advances in Bioinformatics and Computational Biology: 14th Brazilian …, 2021	1	2021

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