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cs.CV2026
CRISP: Calibration-Aware Visual State Space Duality for Remote Sensing Semantic Segmentation
Kangning Wang, Haopeng Zhang, Zhiguo Jiang
State space models, especially Visual State Space Duality (VSSD), have emerged as efficient linear-time alternatives to Transformers for dense visual tasks. However, we observe tha…
cs.CV2026
Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation
Yubo Jiang, Xin Yang, Abudukelimu Wuerkaixi +7
Vision-Language Models (VLMs) are frequently undermined by object hallucination--generating content that contradicts visual reality--due to an over-reliance on linguistic priors. W…