18 citations · 52 across the 7 of their papers we have counts for
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stat.ML2022★ 18 cited
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
Giulio Franzese, Simone Rossi, Lixuan Yang +4
Score-based diffusion models are a class of generative models whose dynamics is described by stochastic differential equations that map noise into data. While recent works have sta…
cs.AI2022★ 2 cited
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps
Lixuan Yang, Dario Rossi
Artificial Intelligence (AI) has recently attracted a lot of attention, transitioning from research labs to a wide range of successful deployments in many fields, which is particul…
cs.LG2022★ 1 cited
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Kevin Fauvel, Fuxing Chen, Dario Rossi
Traffic classification, i.e. the identification of the type of applications flowing in a network, is a strategic task for numerous activities (e.g., intrusion detection, routing).…