Search Results for author: Julio Arroyo

Found 2 papers, 0 papers with code

Pseudo Labels for Single Positive Multi-Label Learning

no code implementations1 Jun 2023 Julio Arroyo

Then, we treat the teacher model's predictions on the training data as ground-truth labels to train a student network on fully-labeled images.

Missing Labels Multi-Label Image Classification

Understanding Label Bias in Single Positive Multi-Label Learning

no code implementations24 May 2023 Julio Arroyo, Pietro Perona, Elijah Cole

Annotating data for multi-label classification is prohibitively expensive because every category of interest must be confirmed to be present or absent.

Classification Multi-Label Classification +1

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