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ai-generated image detection

31 papers

AIGI

Papers

A Debiased Reconstruction-based Framework for Training-Free Detection of AI-Generated Images CVPR 2026 AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ACL 2026 Aggregating Diverse Cue Experts for AI-Generated Image Detection AAAI 2026 Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026 Detecting Compressed AI-Generated Images via Phase Spectrum Robustness CVPR 2026 Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026 DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection AAAI 2026 Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images Detection CVPR 2026 Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images CVPR 2026 MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026 PPM-CLIP: Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection CVPR 2026 RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026 SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning CVPR 2026 Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes CVPR 2026 Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning CVPR 2026 Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated AAAI 2026 Zero-shot Detection of AI-Generated Image via RAW-RGB Alignment CVPR 2026 A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025 AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models ICCV 2025 Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025 A Sanity Check for AI-generated Image Detection ICLR 2025 Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 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 Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025