Search Results for author: Claudio Ferretti

Found 4 papers, 0 papers with code

Mining Program Properties From Neural Networks Trained on Source Code Embeddings

no code implementations9 Mar 2021 Martina Saletta, Claudio Ferretti

In this paper, we propose a novel approach for mining different program features by analysing the internal behaviour of a deep neural network trained on source code.

Analysing Features Learned Using Unsupervised Models on Program Embeddings

no code implementations1 Jan 2021 Martina Saletta, Claudio Ferretti

In this paper, we propose a novel approach for analyzing and evaluating how a deep neural network is autonomously learning different features related to programs on different input representations.

USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets

no code implementations17 Apr 2019 Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga

The following mixed scheme is used for training/testing: (i) training on either each individual dataset or multiple prostate MRI datasets and (ii) testing on all three datasets with all possible training/testing combinations.

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