TARTAGLIONE, Enzo
TARTAGLIONE, Enzo
MATEMATICA "GIUSEPPE PEANO"
A Differentiable Entropy Model for Learned Image Compression
2023-01-01 Presta A.; Fiandrotti A.; Tartaglione E.; Grangetto M.
A non-discriminatory approach to ethical deep learning
2020-01-01 Tartaglione E.; Grangetto M.
A round-trip journey in pruned artificial neural networks
2023-01-01 Bragagnolo A.; Tartaglione E.; Dalmasso G.; Grangetto M.
A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images
2022-01-01 Barbano Carlo Alberto Maria; Tartaglione E.; Berzovini C.; Calandri M.; Grangetto M.
Bridging the gap between debiasing and privacy for deep learning
2021-01-01 Barbano, Carlo Alberto; Tartaglione, Enzo; Grangetto, Marco
Capsule Networks with Routing Annealing
2021-01-01 Renzulli R.; Tartaglione E.; Fiandrotti A.; Grangetto M.
Compressing Explicit Voxel Grid Representations: fast NeRFs become also small
2023-01-01 Deng, Chenxi Lola; Tartaglione, Enzo
Delving in the loss landscape to embed robust watermarks into neural networks
2020-01-01 Tartaglione E.; Grangetto M.; Cavagnino D.; Botta M.
DSD²: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?
2024-01-01 Quétu, Victor; Tartaglione, Enzo
Dysplasia Grading of Colorectal Polyps Through Convolutional Neural Network Analysis of Whole Slide Images
2021-01-01 Perlo D.; Tartaglione E.; Bertero L.; Cassoni P.; Grangetto M.
EnD: Entangling and Disentangling Deep Representations for Bias Correction
2021-01-01 Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto
Find the Lady: Permutation and Re-synchronization of Deep Neural Networks
2024-01-01 De Sousa Trias, Carl; Mitrea, Mihai Petru; Fiandrotti, Attilio; Cagnazzo, Marco; Chaudhuri, Sumanta; Tartaglione, Enzo
Learning sparse neural networks via sensitivity-driven regularization
2018-01-01 Tartaglione E.; Fiandrotti A.; Lepsoy S.; Francini G.
Mining bias-target Alignment from Voronoi Cells
2023-01-01 Nahon, Rémi; Nguyen, Van-Tam; Tartaglione, Enzo
On the Role of Structured Pruning for Neural Network Compression
2021-01-01 Bragagnolo, Andrea; Tartaglione, Enzo; Fiandrotti, Attilio; Grangetto, Marco
Post-synaptic Potential Regularization Has Potential
2019-01-01 Tartaglione, Enzo; Perlo, Daniele; Grangetto, Marco
Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp Minima
2020-01-01 Tartaglione E.; Bragagnolo A.; Grangetto M.
Take a Ramble into Solution Spaces for Classification Problems in Neural Networks
2019-01-01 Tartaglione, Enzo; Grangetto, Marco
The Rise of the Lottery Heroes: Why Zero-Shot Pruning is Hard
2022-01-01 Enzo Tartaglione
To update or not to update? Neurons at equilibrium in deep models
2022-01-01 Andrea Bragagnolo, Enzo Tartaglione, Marco Grangetto