Picture for Alessandro Finamore

Alessandro Finamore

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

Add code
Jun 21, 2024
Viaarxiv icon

Information Theoretic Text-to-Image Alignment

Add code
May 31, 2024
Viaarxiv icon

Data Augmentation for Traffic Classification

Add code
Jan 23, 2024
Viaarxiv icon

Toward Generative Data Augmentation for Traffic Classification

Add code
Oct 21, 2023
Viaarxiv icon

Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation

Add code
Sep 18, 2023
Viaarxiv icon

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

Add code
May 21, 2023
Viaarxiv icon

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

Add code
Jan 07, 2023
Viaarxiv icon

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

Add code
Jun 10, 2022
Figure 1 for How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
Figure 2 for How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
Figure 3 for How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
Figure 4 for How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
Viaarxiv icon

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

Add code
Feb 11, 2022
Figure 1 for A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Figure 2 for A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Figure 3 for A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Figure 4 for A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Viaarxiv icon

Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching

Add code
Jan 11, 2022
Figure 1 for Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching
Figure 2 for Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching
Figure 3 for Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching
Figure 4 for Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching
Viaarxiv icon