Search Results for author: Samuele Poppi

Found 3 papers, 2 papers with code

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models

1 code implementation27 Nov 2023 Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

We show how this can be done by fine-tuning a CLIP model on synthetic data obtained from a large language model trained to convert between safe and unsafe sentences, and a text-to-image generator.

Cross-Modal Retrieval Image Retrieval +5

Multi-Class Explainable Unlearning for Image Classification via Weight Filtering

no code implementations4 Apr 2023 Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Machine Unlearning has recently been emerging as a paradigm for selectively removing the impact of training datapoints from a network.

Classification Image Classification +1

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