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Alessandro Finamore

Fine-grained Attention in Hierarchical Transformers for Tabular Time-series

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Jun 21, 2024
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Information Theoretic Text-to-Image Alignment

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May 31, 2024
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Data Augmentation for Traffic Classification

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Jan 23, 2024
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Toward Generative Data Augmentation for Traffic Classification

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Oct 21, 2023
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Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation

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Sep 18, 2023
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Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification

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May 21, 2023
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"It's a Match!" -- A Benchmark of Task Affinity Scores for Joint Learning

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Jan 07, 2023
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How Much is Enough? A Study on Diffusion Times in Score-based Generative Models

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Jun 10, 2022
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A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification

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Feb 11, 2022
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Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching

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Jan 11, 2022
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