Improving self-supervised dimensionality reduction: exploring hyperparameters and pseudo-labeling strategies (2023)
- Authors:
- USP affiliated authors: HIRATA JUNIOR, ROBERTO - IME ; HIRATA, NINA SUMIKO TOMITA - IME ; OLIVEIRA, ARTUR ANDRÉ ALMEIDA DE MACEDO - IME ; ESPADOTO, MATEUS - IME
- Unidade: IME
- DOI: 10.1007/978-3-031-25477-2_7
- Subjects: APRENDIZAGEM PROFUNDA; REDES NEURAIS
- Keywords: Dimensionality reduction; Deep learning; Autoencoders
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Proceedings
- Conference titles: International Joint Conference on Computer Vision, Imaging and Computer Graphics - VISIGRAPP
- Este periódico é de assinatura
- Este artigo NÃO é de acesso aberto
- Cor do Acesso Aberto: closed
-
ABNT
OLIVEIRA, Artur André Almeida de Macedo et al. Improving self-supervised dimensionality reduction: exploring hyperparameters and pseudo-labeling strategies. 2023, Anais.. Cham: Springer, 2023. Disponível em: https://doi.org/10.1007/978-3-031-25477-2_7. Acesso em: 27 dez. 2025. -
APA
Oliveira, A. A. A. de M., Espadoto, M., Hirata Júnior, R., Hirata, N. S. T., & Telea, A. C. (2023). Improving self-supervised dimensionality reduction: exploring hyperparameters and pseudo-labeling strategies. In Proceedings. Cham: Springer. doi:10.1007/978-3-031-25477-2_7 -
NLM
Oliveira AAA de M, Espadoto M, Hirata Júnior R, Hirata NST, Telea AC. Improving self-supervised dimensionality reduction: exploring hyperparameters and pseudo-labeling strategies [Internet]. Proceedings. 2023 ;[citado 2025 dez. 27 ] Available from: https://doi.org/10.1007/978-3-031-25477-2_7 -
Vancouver
Oliveira AAA de M, Espadoto M, Hirata Júnior R, Hirata NST, Telea AC. Improving self-supervised dimensionality reduction: exploring hyperparameters and pseudo-labeling strategies [Internet]. Proceedings. 2023 ;[citado 2025 dez. 27 ] Available from: https://doi.org/10.1007/978-3-031-25477-2_7 - SDBM: Supervised Decision Boundary Maps for machine learning classifiers
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Informações sobre o DOI: 10.1007/978-3-031-25477-2_7 (Fonte: oaDOI API)
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