Skip to content
Log in
Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

D. Cozzolino

h-index 39 View on Semantic Scholar

We have 2 of 82 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Anchor-Regularized Adaptation for Generalizable AI-Generated Image Detection with DINOv3

This work proposes Anchor-Regularized Adaptation (ARA), a method that applies Low-Rank Adaptation to capture pixel-level artifacts while leveraging a frozen anchor classifier to avoid deviations from the original representation structure, and achieves state-of-the-art performance on nine diverse and challenging benchma...

Hyeongjun Choi, Juhun Lee, D. Cozzolino et al. · 1 citation · ⚡1
Preprint Aug 2026

Understanding Why Foundation Models Work for Diffusion-Generated Image Detection

This work investigates what cues are exploited by foundation-model-based detectors to distinguish real images from diffusion-generated ones and suggests that foundation-model-based detectors succeed by capturing non-semantic low-to-mid frequency distributional discrepancies between real and diffusion-generated images.

D. Cozzolino, G. Poggi, L. Verdoliva · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.