2 papers
cs.CV2026
RegisterBridgeMM: A Register-Centric Framework for RGB-Infrared Object Detection
Zian Wang, Hangchuan Liang, Yuehua Chen +4
RGB-infrared (RGB-IR) object detection benefits from complementary visible and thermal cues, but effective fusion remains challenging under illumination changes, weather variation,…
cs.CV2026
What CLIP Knows but Cannot Say: Recovering Negation from Frozen Intermediate Features
Chen-Yi Lu, Yueh-Shao Chen, Somali Chaterji
Contrastive vision-language models such as CLIP map semantically opposite phrases (e.g., "a dog" vs. "not a dog") to nearly identical embeddings, rendering them insensitive to nega…