3 citations · 3 across the 2 of their papers we have counts for
3 papers
Resource-Limited Automated Ki67 Index Estimation in Breast Cancer
J. Gliozzo, G. Marinò, A. Bonometti +2
The prediction of tumor progression and chemotherapy response has been recently tackled exploiting Tumor Infiltrating Lymphocytes (TILs) and the nuclear protein Ki67 as prognostic…
Compact representations of convolutional neural networks via weight pruning and quantization
Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi +1
The state-of-the-art performance for several real-world problems is currently reached by convolutional neural networks (CNN). Such learning models exploit recent results in the fie…
Compression strategies and space-conscious representations for deep neural networks
Giosuè Cataldo Marinò, Gregorio Ghidoli, Marco Frasca +1
Recent advances in deep learning have made available large, powerful convolutional neural networks (CNN) with state-of-the-art performance in several real-world applications. Unfor…