Search Results for author: Daniele Mugnai

Found 2 papers, 1 papers with code

CL2R: Compatible Lifelong Learning Representations

1 code implementation16 Nov 2022 Niccolo Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto del Bimbo

We identify stationarity as the property that the feature representation is required to hold to achieve compatibility and propose a novel training procedure that encourages local and global stationarity on the learned representation.

Representation Learning

Fine-Grained Adversarial Semi-supervised Learning

no code implementations12 Oct 2021 Daniele Mugnai, Federico Pernici, Francesco Turchini, Alberto del Bimbo

Our approach leverages unlabeled data with an adversarial optimization strategy in which the internal features representation is obtained with a second-order pooling model.

Fine-Grained Visual Categorization

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