2 papers
cs.SD2026
SB-RF: Schrödinger Bridge Rectified Flow for One-Step Robust Speech Enhancement
Caixia Lu, Xueyang Lv, Penglong Hu +1
Generative models have shown promising results for speech enhancement (SE), but they often rely on multi-step inference, limiting low-latency deployment. We propose SB-RF, a one-st…
stat.ML2021
One-pass Stochastic Gradient Descent in Overparametrized Two-layer Neural Networks
Jiaming Xu, Hanjing Zhu
There has been a recent surge of interest in understanding the convergence of gradient descent (GD) and stochastic gradient descent (SGD) in overparameterized neural networks. Most…