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cs.CV2026
REC-RL: Referring expression counting via Gaussian and range-based reward optimization
Hui Liu, Yunlai Teng, Kunlong Bai +4
Referring expression counting (REC) is an intention-driven task that requires context-aware visual reasoning. While recent vision-language models incorporate language for visual un…
cs.CV2024
An Attribute-Enriched Dataset and Auto-Annotated Pipeline for Open Detection
Pengfei Qi, Yifei Zhang, Wenqiang Li +2
Detecting objects of interest through language often presents challenges, particularly with objects that are uncommon or complex to describe, due to perceptual discrepancies betwee…