2 papers
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…
cs.AI2026
DeepRead: Document Structure-Aware Reasoning to Enhance Agentic Search
Zhanli Li, Huiwen Tian, Lvzhou Luo +2
With the rapid advancement of tool-use capabilities in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) is shifting from static, one-shot retrieval toward autonom…