2 papers
cs.CV2026
Detecting AI-Generated Images via Contextual Anomaly Estimation in Masked AutoEncoders
Minsuk Jang, Hyunseo Jeong, Minseok Son +1
Context-based detection methods such as DetectGPT achieve strong generalization in identifying AI-generated text by evaluating content compatibility with a model's learned distribu…
cs.LG2025
Zero-Shot Document Understanding using Pseudo Table of Contents-Guided Retrieval-Augmented Generation
Hyeon Seong Jeong, Sangwoo Jo, Byeong Hyun Yoon +3
Understanding complex multimodal documents remains challenging due to their structural inconsistencies and limited training data availability. We introduce \textit{DocsRay}, a trai…