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cs.CV2026

Difference-Driven Gating: Adaptive Feature Fusion for U-Net Decoder

Kai Li, Xuechao Zou, Jiashen Fu +3

The paper introduces two difference-driven gating mechanisms that adaptively fuse high‑level and low‑level features in U‑Net decoders, improving performance on tasks like medical i…