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most citedLRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks

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cs.CV2026

FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection

Shan Zhang, Yongxin He, Mingming Zhang +2

Real-world synthetic image detectors often generalize poorly under domain shift despite strong in-domain performance. Using unsupervised UMAP projections, we find that natural and…