32 citations · 184 across the 36 of their papers we have counts for
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cs.LG2020★ 26 cited
Mathematical Models of Overparameterized Neural Networks
Cong Fang, Hanze Dong, Tong Zhang
Deep learning has received considerable empirical successes in recent years. However, while many ad hoc tricks have been discovered by practitioners, until recently, there has been…
cs.LG2020★ 24 cited
Weakly Supervised Disentangled Generative Causal Representation Learning
Xinwei Shen, Furui Liu, Hanze Dong +3
This paper proposes a Disentangled gEnerative cAusal Representation (DEAR) learning method under appropriate supervised information. Unlike existing disentanglement methods that en…