Search Results for author: Riccardo Corvi

Found 5 papers, 2 papers with code

Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet

no code implementations30 Apr 2024 Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva

In this work we present an overview of approaches for the detection and attribution of synthetic images and highlight their strengths and weaknesses.

Raising the Bar of AI-generated Image Detection with CLIP

no code implementations30 Nov 2023 Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva

The aim of this work is to explore the potential of pre-trained vision-language models (VLMs) for universal detection of AI-generated images.

On the detection of synthetic images generated by diffusion models

1 code implementation1 Nov 2022 Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva

Over the past decade, there has been tremendous progress in creating synthetic media, mainly thanks to the development of powerful methods based on generative adversarial networks (GAN).

Image Compression

Cannot find the paper you are looking for? You can Submit a new open access paper.