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cs.CV2026
PolUR: Polarization Aware Multimodal Degradation Perception for Underwater Image Restoration
Wenshuo Zhang, Xiangyue Zhang, Junlin Li +5
Recovering high-quality images from degraded underwater observations is crucial for underwater exploration. Polarization observations show promise as an effective source of complem…
cs.CV2026
Spike-NVPT: Learning Robust Visual Prompts via Bio-Inspired Temporal Filtering and Discretization
Qiugang Zhan, Anning Jiang, Ran Tao +4
Pre-trained vision models have found widespread application across diverse domains. Prompt tuning-based methods have emerged as a parameter-efficient paradigm for adapting pre-trai…