2 papers
cs.SD2026
Music Source Restoration with Ensemble Separation and Targeted Reconstruction
Xinlong Deng, Yu Xia, Jie Jiang
The Inaugural Music Source Restoration (MSR) Challenge targets the recovery of original, unprocessed stems from fully mixed and mastered music. Unlike conventional music source sep…
cs.IT2025
The Optimal Condition Number for ReLU Function
Yu Xia, Haoyu Zhou
ReLU is a widely used activation function in deep neural networks. This paper explores the stability properties of the ReLU map. For any weight matrix $\boldsymbol{A} \in \mathbb{R…