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cs.CV2026
AdapterMoE: A Two-Stage Hard-Routing Mixture-of-Experts Architecture for Multi-Crop Disease Recognition with Calibrated Rejection and Incremental Learning
Pin-Hsun Huang, Shaou-Gang Miaou
Timely crop-disease identification is critical to food security. Multi-crop recognition suits Mixture-of-Experts (MoE), but conventional soft-routing MoE learns crop assignment fre…
eess.IV2026
Retrieval-Augmented Generation-Based Color Restoration for Low-Light Image Enhancement
Li-Wei Lu, Shaou-Gang Miaou
Recent low-light image enhancement (LLIE) methods have driven brightness and structural fidelity close to that of normally-exposed images, yet their outputs still exhibit systemati…