Giosuè Cataldo Marinò

According to our database, Giosuè Cataldo Marinò authored at least 7 papers between 2020 and 2023.

Collaborative distances:

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

2023

Deep neural networks compression: A comparative survey and choice recommendations.

Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi, Marco Frasca

Neurocomputing, 2023

Efficient and Compact Representations of Deep Neural Networks via Entropy Coding.

Giosuè Cataldo Marinò, Flavio Furia, Dario Malchiodi, Marco Frasca

IEEE Access, 2023

On Nonlinear Learned String Indexing.

Paolo Ferragina, Marco Frasca, Giosuè Cataldo Marinò, Giorgio Vinciguerra

IEEE Access, 2023

Resource-Limited Automated Ki67 Index Estimation in Breast Cancer.

Jessica Gliozzo, Giosuè Cataldo Marinò, Arturo Bonometti, Marco Frasca, Dario Malchiodi

Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications, 2023

2021

Compact representations of convolutional neural networks via weight pruning and quantization.

Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi, Marco Frasca

CoRR, 2021

Reproducing the Sparse Huffman Address Map Compression for Deep Neural Networks.

Giosuè Cataldo Marinò, Gregorio Ghidoli, Marco Frasca, Dario Malchiodi

Proceedings of the Reproducible Research in Pattern Recognition, 2021

2020

Compression strategies and space-conscious representations for deep neural networks.

Giosuè Cataldo Marinò, Gregorio Ghidoli, Marco Frasca, Dario Malchiodi

Proceedings of the 25th International Conference on Pattern Recognition, 2020