Search Results for author: Gianluca Francini

Found 3 papers, 0 papers with code

Feature Fusion for Robust Patch Matching With Compact Binary Descriptors

no code implementations11 Jan 2019 Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Skjalg Lepsoy, Riccardo Leonardi

We propose a convolutional network framework for learning binary patch descriptors where pixel domain features are fused with features extracted from the transformed domain.

Patch Matching

Learning Sparse Neural Networks via Sensitivity-Driven Regularization

no code implementations NeurIPS 2018 Enzo Tartaglione, Skjalg Lepsøy, Attilio Fiandrotti, Gianluca Francini

The ever-increasing number of parameters in deep neural networks poses challenges for memory-limited applications.

Fast Training of Convolutional Neural Networks via Kernel Rescaling

no code implementations12 Oct 2016 Pedro Porto Buarque de Gusmão, Gianluca Francini, Skjalg Lepsøy, Enrico Magli

Training deep Convolutional Neural Networks (CNN) is a time consuming task that may take weeks to complete.

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