Matteo Spallanzani

According to our database, Matteo Spallanzani authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization.

Menelaos Kanakis, Simon Maurer, Matteo Spallanzani, Ajad Chhatkuli, Luc Van Gool

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A fingerprint of a heterogeneous data set.

Matteo Spallanzani, Gueorgui Mihaylov, Marco Prato, Roberto Fontana

Adv. Data Anal. Classif., 2022

SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions.

Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm.

Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Reducing neural architecture search spaces with training-free statistics and computational graph clustering.

Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021

Proceedings of the DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021).

Frank Hannig, Paolo Meloni, Matteo Spallanzani, Matthias Ziegler

CoRR, 2021

2020

Analytical aspects of non-differentiable neural networks.

Gian Paolo Leonardi, Matteo Spallanzani

CoRR, 2020

2019

Additive Noise Annealing and Approximation Properties of Quantized Neural Networks.

Matteo Spallanzani, Lukas Cavigelli, Gian Paolo Leonardi, Marko Bertogna, Luca Benini

CoRR, 2019