Search Results for author: Mamadou Keita

Found 2 papers, 0 papers with code

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

no code implementations3 Apr 2024 Mamadou Keita, Wassim Hamidouche, Hassen Bougueffa, Abdenour Hadid, Abdelmalik Taleb-Ahmed

This study contributes to the advancement of synthetic image detection by exploiting the capabilities of visual language models such as BLIP-2 and ViTGPT2.

Image Captioning Synthetic Image Detection

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection

no code implementations2 Apr 2024 Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdenour Hadid, Abdelmalik Taleb-Ahmed

Advancements in deep image synthesis techniques, such as generative adversarial networks (GANs) and diffusion models (DMs), have ushered in an era of generating highly realistic images.

Binary Classification Image Captioning +2

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