Image de couverture de livre

Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhou, Ziyin, Sun, Ke, Chen, Zhongxi, Lin, Xianming, Luo, Yunpeng, Yan, Ke, Ding, Shouhong, Sun, Xiaoshuai
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
par: Zhou, Ziyin, et autres
Publié: (2025)

DiffusionFace: Towards a Comprehensive Dataset for Diffusion-Based Face Forgery Analysis
par: Chen, Zhongxi, et autres
Publié: (2024)

StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model
par: Zhou, Ziyin, et autres
Publié: (2024)

LaRE$^2$: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection
par: Luo, Yunpeng, et autres
Publié: (2024)

Towards General Visual-Linguistic Face Forgery Detection
par: Sun, Ke, et autres
Publié: (2023)

DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
par: Sun, Ke, et autres
Publié: (2024)

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
par: Yan, Zhiyuan, et autres
Publié: (2024)

Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration
par: Wu, Yuanchen, et autres
Publié: (2025)

Towards General Visual-Linguistic Face Forgery Detection(V2)
par: Sun, Ke, et autres
Publié: (2025)

Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection
par: Lin, Kaiqing, et autres
Publié: (2025)

Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
par: Chen, Ruoxin, et autres
Publié: (2025)

AlignGemini: Generalizable AI-Generated Image Detection Through Task-Model Alignment
par: Chen, Ruoxin, et autres
Publié: (2025)

TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection
par: Wang, Wenbin, et autres
Publié: (2026)

All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
par: Yang, Zheng, et autres
Publié: (2025)

M4-BLIP: Advancing Multi-Modal Media Manipulation Detection through Face-Enhanced Local Analysis
par: Wu, Hang, et autres
Publié: (2025)

ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
par: Wu, Yuanchen, et autres
Publié: (2025)

Test-Time Domain Generalization for Face Anti-Spoofing
par: Zhou, Qianyu, et autres
Publié: (2024)

SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
par: Zhao, Linglan, et autres
Publié: (2024)

Anchor-based Robust Finetuning of Vision-Language Models
par: Han, Jinwei, et autres
Publié: (2024)

Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection
par: Qin, Haotian, et autres
Publié: (2025)

GenShield: Unified Detection and Artifact Correction for AI-Generated Images
par: Xu, Zhipei, et autres
Publié: (2026)

Decoupled Data Augmentation for Improving Image Classification
par: Chen, Ruoxin, et autres
Publié: (2024)

VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement
par: Jiang, Kui, et autres
Publié: (2025)

Generalizable Detection of AI Generated Images with Large Models and Fuzzy Decision Tree
par: Wu, Fei, et autres
Publié: (2026)

Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach
par: Cai, Lvpan, et autres
Publié: (2025)

PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
par: Zhou, Xiaoyu, et autres
Publié: (2026)

MIRROR: Manifold Ideal Reference ReconstructOR for Generalizable AI-Generated Image Detection
par: Liu, Ruiqi, et autres
Publié: (2026)

NS-Net: Decoupling CLIP Semantic Information through NULL-Space for Generalizable AI-Generated Image Detection
par: Yan, Jiazhen, et autres
Publié: (2025)

Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
par: Li, Yiheng, et autres
Publié: (2025)

Dual Relation Mining Network for Zero-Shot Learning
par: Han, Jinwei, et autres
Publié: (2024)

Exploring the Naturalness of AI-Generated Images
par: Chen, Zijian, et autres
Publié: (2023)

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
par: Ma, Yiwei, et autres
Publié: (2024)

Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation
par: Li, Guopeng, et autres
Publié: (2024)

Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
par: Zhou, Yue, et autres
Publié: (2025)

$γ-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
par: Luo, Yaxin, et autres
Publié: (2024)

CoDA: Color Distribution Probing for Efficient and Generalizable AI-Generated Image Detection
par: Jia, Zexi, et autres
Publié: (2026)

Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
par: Li, Yiheng, et autres
Publié: (2026)

FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression
par: Tong, Bo, et autres
Publié: (2024)

GAMMA: Generalizable Alignment via Multi-task and Manipulation-Augmented Training for AI-Generated Image Detection
par: Yan, Haozhen, et autres
Publié: (2025)

Omni-Referring Image Segmentation
par: Zheng, Qiancheng, et autres
Publié: (2025)