From the 1 of 2 linked papers with an AI index.
2 papers
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…
cs.SD2026
A Semantically Consistent Dataset for Data-Efficient Query-Based Universal Sound Separation
Kai Li, Jintao Cheng, Chang Zeng +5
Query-based universal sound separation is fundamental to intelligent auditory systems, aiming to isolate specific sources from mixtures. Despite recent advances, existing methods c…