works on
attention mechanisms 1difference gating 1feature fusion 1image segmentation 1u-net 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…