190 citations · 470 across the 41 of their papers we have counts for
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cs.LG2018★ 4 cited
Learning Implicit Generative Models by Teaching Explicit Ones
Chao Du, Kun Xu, Chongxuan Li +2
Implicit generative models are difficult to train as no explicit density functions are defined. Generative adversarial nets (GANs) present a minimax framework to train such models,…
cs.LG2018★ 34 cited
Max-Mahalanobis Linear Discriminant Analysis Networks
Tianyu Pang, Chao Du, Jun Zhu
A deep neural network (DNN) consists of a nonlinear transformation from an input to a feature representation, followed by a common softmax linear classifier. Though many efforts ha…