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20202026
most citedLearning generic feature representation with synthetic data for weakly-supervised sound event detection by inter-frame distance loss

2 citations · 3 across the 4 of their papers we have counts for

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math.NA2026

Least-Squares Neural Network (LSNN) Method for Scalar Hyperbolic Partial Differential Equations

Min Liu, Zhiqiang Cai

This chapter offers a comprehensive introduction to the least-squares neural network (LSNN) method introduced in [14,16], for solving scalar first-order hyperbolic partial differen…

math.NA2021★ 1 cited

Adaptive Two-Layer ReLU Neural Network: II. Ritz Approximation to Elliptic PDEs

Min Liu, Zhiqiang Cai

In this paper, we study adaptive neuron enhancement (ANE) method for solving self-adjoint second-order elliptic partial differential equations (PDEs). The ANE method is a self-adap…