Search Results for author: Nan Feng

Found 2 papers, 1 papers with code

Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment

1 code implementation21 Oct 2023 Chuang Zhao, Hongke Zhao, HengShu Zhu, Zhenya Huang, Nan Feng, Enhong Chen, Hui Xiong

One prevalent solution is the bi-discriminator domain adversarial network, which strives to identify target domain samples outside the support of the source domain distribution and enforces their classification to be consistent on both discriminators.

Contrastive Learning Learning Theory +1

On the Application of Data-Driven Deep Neural Networks in Linear and Nonlinear Structural Dynamics

no code implementations3 Nov 2021 Nan Feng, Guodong Zhang, Kapil Khandelwal

For nonlinear dynamics, it is shown that sparsity in network layers is lost, and efficient DNNs architectures with fully-connected and convolutional network layers are explored.

Transfer Learning

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