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cs.CV2026
Ghost Features and Spooky Transfer Learning for Hypercomplex-Valued Neural Networks
Guilherme Vieira Neto, Marcos Eduardo Valle
Hypercomplex numbers extend the concept of complex numbers by introducing additional imaginary components. Besides increasing dimensionality, operations on the imaginary parts prov…
cs.CV2022★ 22 cited
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks
Guilherme Vieira, Marcos Eduardo Valle
This paper features convolutional neural networks defined on hypercomplex algebras applied to classify lymphocytes in blood smear digital microscopic images. Such classification is…