Image de couverture de livre

LDR-Net: A Novel Framework for AI-generated Image Detection via Localized Discrepancy Representation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, JiaXin, Hu, Miao, Zhang, DengYong, Song, Yun, Liao, Xin
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

Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection
par: Wang, Zhiyuan, et autres
Publié: (2026)

SPECTRA-Net: Scalable Pipeline for Explainable Cross-domain Tensor Representations for AI-generated Images Detection
par: Arab, Sarra, et autres
Publié: (2026)

What Is Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution
par: Ye, Xingsong, et autres
Publié: (2026)

ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images
par: Jeong, Jinseo, et autres
Publié: (2024)

Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising
par: Bemana, Mojtaba, et autres
Publié: (2024)

Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection
par: Chen, Huang-Yu, et autres
Publié: (2024)

DiffHDR: Re-Exposing LDR Videos with Video Diffusion Models
par: Yu, Zhengming, et autres
Publié: (2026)

Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization
par: Deng, Haolin, et autres
Publié: (2026)

Generalizable and Adaptive Continual Learning Framework for AI-generated Image Detection
par: Wang, Hanyi, et autres
Publié: (2026)

A Sanity Check for AI-generated Image Detection
par: Yan, Shilin, et autres
Publié: (2024)

Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks
par: Diao, Yunfeng, et autres
Publié: (2024)

MLEP: Multi-granularity Local Entropy Patterns for Universal AI-generated Image Detection
par: Yuan, Lin, et autres
Publié: (2025)

HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation
par: Barua, Hrishav Bakul, et autres
Publié: (2024)

A Simple Low-bit Quantization Framework for Video Snapshot Compressive Imaging
par: Cao, Miao, et autres
Publié: (2024)

CoSTL: Comprehensive Spatial-Temporal Representation Learning for Moment Retrieval and Highlight Detection
par: Dong, Xin, et autres
Publié: (2026)

Object Detection Based Handwriting Localization
par: Wu, Yuli, et autres
Publié: (2021)

Towards multi-modal forgery representation learning for AI-generated video detection and localization
par: Le, Dat, et autres
Publié: (2026)

A Dual-Branch CNN for Robust Detection of AI-Generated Facial Forgeries
par: Zhang, Xin, et autres
Publié: (2025)

AI-generated Image Detection: Passive or Watermark?
par: Guo, Moyang, et autres
Publié: (2024)

EdgeLDR: Quaternion Low-Displacement Rank Neural Networks for Edge-Efficient Deep Learning
par: Frants, Vladimir, et autres
Publié: (2026)

AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients
par: Seshadri, Rikhil, et autres
Publié: (2024)

Towards Imperceptible JPEG Image Hiding: Multi-range Representations-driven Adversarial Stego Generation
par: Yang, Junxue, et autres
Publié: (2025)

InverseNet: Benchmarking Operator Mismatch and Calibration Across Compressive Imaging Modalities
par: Yang, Chengshuai, et autres
Publié: (2026)

Raising the Bar of AI-generated Image Detection with CLIP
par: Cozzolino, Davide, et autres
Publié: (2023)

How Noise Benefits AI-generated Image Detection
par: Li, Ziqiang, et autres
Publié: (2025)

Tracking by Detection and Query: An Efficient End-to-End Framework for Multi-Object Tracking
par: Jia, Shukun, et autres
Publié: (2024)

Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting
par: Liu, Haipeng, et autres
Publié: (2024)

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

EGR-Net: A Novel Embedding Gramian Representation CNN for Intelligent Fault Diagnosis
par: Jia, Linshan
Publié: (2025)

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment
par: Li, Yuheng, et autres
Publié: (2024)

URSimulator: Human-Perception-Driven Prompt Tuning for Enhanced Virtual Urban Renewal via Diffusion Models
par: Hu, Chuanbo, et autres
Publié: (2024)

GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds
par: Zhang, Shengjun, et autres
Publié: (2024)

Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
par: De Rosa, Vincenzo, et autres
Publié: (2024)

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
par: Pan, Tan, et autres
Publié: (2025)

X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection
par: Zhang, Lei, et autres
Publié: (2023)

LOVECon: Text-driven Training-Free Long Video Editing with ControlNet
par: Liao, Zhenyi, et autres
Publié: (2023)

SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection
par: Wei, Zixi, et autres
Publié: (2026)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces
par: Hu, Juan, et autres
Publié: (2024)

Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval
par: Ning, Hailong, 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)