Search Results for author: Marco Colussi

Found 4 papers, 3 papers with code

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training

1 code implementation26 Nov 2024 Marco Colussi, Sergio Mascetti, Jose Dolz, Christian Desrosiers

Test-Time Training (TTT) was proposed as an effective solution to this issue, which increases the generalization ability of trained models by adding an auxiliary task at train time and then using its loss at test time to adapt the model.

Decoder Representation Learning

A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images

2 code implementations29 May 2023 Mattia Giovanni Campana, Marco Colussi, Franca Delmastro, Sergio Mascetti, Elena Pagani

In recent months, the monkeypox (mpox) virus -- previously endemic in a limited area of the world -- has started spreading in multiple countries until being declared a ``public health emergency of international concern'' by the World Health Organization.

Image Classification Quantization +1

Interpreting deep urban sound classification using Layer-wise Relevance Propagation

1 code implementation19 Nov 2021 Marco Colussi, Stavros Ntalampiras

After constructing a deep neural network for urban sound classification, this work focuses on the sensitive application of assisting drivers suffering from hearing loss.

Classification Sound Classification

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