Search Results for author: Roberto Amoroso

Found 3 papers, 2 papers with code

Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training

1 code implementation12 Jun 2023 Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara

The use of self-supervised pre-training has emerged as a promising approach to enhance the performance of visual tasks such as image classification.

Image Classification

Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images

1 code implementation2 Apr 2023 Roberto Amoroso, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Alberto del Bimbo, Rita Cucchiara

Recent advancements in diffusion models have enabled the generation of realistic deepfakes by writing textual prompts in natural language.

Fake Image Detection

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