Giovanni Mariani

BAGAN: Data Augmentation with Balancing GAN

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

Computing, Computer Science, Computer Vision +13

Mixed-Precision Deep Learning Based on Computational Memory

S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau et al. · Frontiers in Neuroscience · 2020 · 117 citations · Full text

Computing, Computer Engineering, Computer Science +16

NAPEL

Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani et al. · 2019 · 90 citations

Engineering, Computer Engineering, Computer Systems +17

COBAYN

Amir H. Ashouri, Giovanni Mariani, Gianluca Palermo et al. · ACM Transactions on Architecture and Code Optimization · 2016 · 89 citations · Full text

Computing, Computer Engineering, Computer Science +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

Computing, Computer Engineering, Computer Science +15