Search Results for author: Wenqi Liang

Found 5 papers, 0 papers with code

Understanding Weight Similarity of Neural Networks via Chain Normalization Rule and Hypothesis-Training-Testing

no code implementations8 Aug 2022 Guangcong Wang, Guangrun Wang, Wenqi Liang, JianHuang Lai

We extend the traditional hypothesis-testing method to a hypothesis-training-testing statistical inference method to validate the hypothesis on the weight similarity of neural networks.

Representation Learning

Heterogeneous Model Transfer between Different Neural Networks

no code implementations1 Jan 2021 Guangcong Wang, JianHuang Lai, Wenqi Liang, Guangrun Wang

Specifically, we select the longest chain from the source model and transfer it to the longest chain of the target model.

Neural Architecture Search

Function Feature Learning of Neural Networks

no code implementations25 Sep 2019 Guangcong Wang, JianHuang Lai, Guangrun Wang, Wenqi Liang

We present a Function Feature Learning (FFL) method that can measure the similarity of non-convex neural networks.

Learnable Parameter Similarity

no code implementations27 Jul 2019 Guangcong Wang, Jian-Huang Lai, Wenqi Liang, Guangrun Wang

Most of the existing approaches focus on specific visual tasks while ignoring the relations between them.

Transfer Learning

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