Concepedia

Giovanni Mariani

GM

Statistics

Publications

26

Citations

1.2K

H-Index

18

Active since

2007

Affiliations

Politecnico di Milano(Current)

Università della Svizzera italiana

IBM Research - Zurich

IBM (Netherlands)

Eindhoven University of Technology

Giovanni Mariani is an author at Politecnico di Milano specializing in engineering, computer architecture, and computer engineering.

Top concepts

EngineeringComputer EngineeringComputer ArchitectureParallel ComputingComputer ScienceDesignSystems EngineeringSoftware DesignSystem SoftwareParallel Programming

Publications per year

2007–2021

26

Publications

26

BAGAN: Data Augmentation with Balancing GAN

Giovanni Mariani, Florian Scheidegger, Roxana Istrate et al. · arXiv (Cornell University) · 2018 · 258 citations · Full text

Engineering, Machine Learning, Image Analysis +16

Mixed-Precision Deep Learning Based on Computational Memory

S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau et al. · Frontiers in Neuroscience · 2020 · 113 citations · Full text

Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani et al. · 2019 · 86 citations

Energy Consumption, Engineering, Edge Computing +11

COBAYN

Amir H. Ashouri, Giovanni Mariani, Gianluca Palermo et al. · ACM Transactions on Architecture and Code Optimization · 2016 · 85 citations · Full text

Engineering, Machine Learning, Program Analysis +15

TAPAS: Train-Less Accuracy Predictor for Architecture Search

Roxana Istrate, Florian Scheidegger, Giovanni Mariani et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 66 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

1–5 of 26