most citedPhysics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence

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cs.LG2022

A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization

Jian Cao, Chen Qian, Yihui Huang +5

Implicit regularization is an important way to interpret neural networks. Recent theory starts to explain implicit regularization with the model of deep matrix factorization (DMF)…