Search Results for author: Michael Lim

Found 2 papers, 1 papers with code

Improving Resnet-9 Generalization Trained on Small Datasets

no code implementations7 Sep 2023 Omar Mohamed Awad, Habib Hajimolahoseini, Michael Lim, Gurpreet Gosal, Walid Ahmed, Yang Liu, Gordon Deng

This paper presents our proposed approach that won the first prize at the ICLR competition on Hardware Aware Efficient Training.

Image Classification

Neural Entropic Estimation: A faster path to mutual information estimation

1 code implementation30 May 2019 Chung Chan, Ali Al-Bashabsheh, Hing Pang Huang, Michael Lim, Da Sun Handason Tam, Chao Zhao

In particular, we show that MI-NEE reduces to MINE in the special case when the reference distribution is the product of marginal distributions, but faster convergence is possible by choosing the uniform distribution as the reference distribution instead.

Mutual Information Estimation

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