Giovanni Mariani

1. BAGAN: Data Augmentation with Balancing GAN
   2018/03/26 by Giovanni Mariani, Florian Scheidegger, Mariani, Giovanni +7 · 10 citations
   Computer Science · #Advanced Neural Network Applications #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
   2020/12/16 by Bert Moons, Parham Noorzad, Moons, Bert +11 · 2 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE)
3. NeuNetS: An Automated Synthesis Engine for Neural Network Design
   2019/01/17 by Atin Sood, Benjamin Elder, Sood, Atin +37 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Machine Learning and Data Classification #COVID-19 diagnosis using AI
4. TAPAS: Train-less Accuracy Predictor for Architecture Search
   2018/06/01 by Roxana Istrate, Istrate, R., Florian Scheidegger +9 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)