Search Results for author: Alessandro Nicolosi

Found 4 papers, 3 papers with code

Ship in Sight: Diffusion Models for Ship-Image Super Resolution

1 code implementation27 Mar 2024 Luigi Sigillo, Riccardo Fosco Gramaccioni, Alessandro Nicolosi, Danilo Comminiello

In this context, our method explores in depth the problem of ship image super resolution, which is crucial for coastal and port surveillance.

Denoising Image Generation +4

Adaptive Point Transformer

no code implementations26 Jan 2024 Alessandro Baiocchi, Indro Spinelli, Alessandro Nicolosi, Simone Scardapane

The recent surge in 3D data acquisition has spurred the development of geometric deep learning models for point cloud processing, boosted by the remarkable success of transformers in natural language processing.

Point Cloud Classification

MIND: Multi-Task Incremental Network Distillation

1 code implementation5 Dec 2023 Jacopo Bonato, Francesco Pelosin, Luigi Sabetta, Alessandro Nicolosi

The recent surge of pervasive devices that generate dynamic data streams has underscored the necessity for learning systems to adapt continually to data distributional shifts.

Class Incremental Learning Incremental Learning

DUCK: Distance-based Unlearning via Centroid Kinematics

1 code implementation4 Dec 2023 Marco Cotogni, Jacopo Bonato, Luigi Sabetta, Francesco Pelosin, Alessandro Nicolosi

Machine Unlearning is rising as a new field, driven by the pressing necessity of ensuring privacy in modern artificial intelligence models.

Inference Attack Machine Unlearning +2

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