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cs.LG2026
Convergence of Practical Muon with Finite Newton-Schulz Iterations and Nesterov Momentum
Hanyng Peng, Hui Wang, Yue Yu
Practical Muon maintains momentum and performs a small, fixed number of Newton--Schulz iterations separately for each parameter matrix, often with a Nesterov correction. We analyze…
cs.SD2026
Feature-Aligned Speech Watermarking for Robustness to Reconstruction Distortions
Haiyun Li, Shuhai Peng, Zhisheng Zhang +4
Audio watermarking aims to embed identifiable information into audio while remaining imperceptible. Existing methods adopt high-fidelity, low-energy designs to preserve perceptual…