A Lightweight and Effective Image Tampering Localization Network with Vision Mamba
Robustifying vision transformer for image forgery localization with multi-exit architectures
A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models ❗Updated
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model ❗Updated
OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Weakly-supervised cross-contrastive learning network for image manipulation detection and localization
Dual-decoding branch contrastive augmentation for image manipulation localization
PIM-Net: Progressive Inconsistency Mining Network for image manipulation localization
UFG-Net: Uncertainty and frequency guided network for image forgery localization
PRest-Net: Multi-domain Probability Estimation Network for Robust Image Forgery Detection
Exploring multi-scale forgery clues for stereo super-resolution image forgery localization
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization
SAFIRE: Segment Any Forged Image Region
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