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Publications
Type
Arxiv-Preprint
Book section
Conference paper
Date
2023
2022
2021
Hierarchical Fine-grained Image Forgery Detection and Localization
Differences in forgery attributes of images generated in CNN-synthesized and image-editing domains are large, and such differences make …
Xiao Guo
,
Xiaohong Liu
,
Zhiyuan Ren
,
Steven Grosz
,
Iacopo Masi
,
Xiaoming Liu
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Dataset
Project
Exploring the Connection between Robust and Generative Models
We offer a study that connects robust discriminative classifiers trained with adversarial training (AT) with generative modeling in the …
Senad Beadini
,
Iacopo Masi
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Project
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier
We offer a method for one-shot mask-guided image synthesis that allows controlling manipulations of a single image by inverting a …
Mozhdeh Rouhsedaghat
,
Masoud Monajatipoor
,
Kai-Wei Chang
,
C-C Jay Kuo
,
Iacopo Masi
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Project
Face Segmentation, Face Swapping, and How They Impact Face Recognition
Face swapping refers to the task of changing the appearance of a face appearing in an image by replacing it with the appearance of a …
Y Nirkin
,
I Masi
,
Anh Tuan Tran
,
T Hassner
,
G Medioni
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Code
Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training
In this technical report, we evaluate the adversarial robustness of a very recent method called "Geometry-aware …
Dorjan Hitaj
,
Giulio Pagnotta
,
Iacopo Masi
,
Luigi V Mancini
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