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cs.CV2026
The Forensic Cost of Watermark Removal: From Dedicated Attacks to Image Editing
Gautier Evennou, Ewa Kijak
Current watermark removal methods are evaluated on two axes: attack success rate and perceptual quality. We show this is insufficient. While state-of-the-art attacks successfully d…
cs.CV2025
Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
Gautier Evennou, Antoine Chaffin, Vivien Chappelier +1
The rise of the generative models quality during the past years enabled the generation of edited variations of images at an important scale. To counter the harmful effects of such…
cs.CV2025
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images
Leonardo M. Joao, Jancarlo F. Gomes, Silvio J. F. Guimaraes +2
Salient Object Detection (SOD) with deep learning often requires substantial computational resources and large annotated datasets, making it impractical for resource-constrained ap…