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ai-generated image detection

21 papers

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Also known as

AIGI

Co-occurring keywords

diffusion model (3751) image forensics (62) generative model (2892) fake image detection (18) image classification (1944) cross-generator generalization (3) anomaly detection (747) image generation (2073) frequency analysis (80) synthetic image detection (21)

Papers

AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ACL 2026
Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026
MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026
Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated AAAI 2026
RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026
Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026
Aggregating Diverse Cue Experts for AI-Generated Image Detection AAAI 2026
DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection AAAI 2026
Reducing the Content Bias for AI-Generated Image Detection WACV 2025
AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models ICCV 2025
WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025
Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025
LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025
Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NIPS 2023