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Meta-Learning with Neural Tangent Kernels


Feb 09, 2021
Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu

* Accepted by ICLR2021 

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MixKD: Towards Efficient Distillation of Large-scale Language Models


Nov 01, 2020
Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin


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Learning Manifold Implicitly via Explicit Heat-Kernel Learning


Oct 05, 2020
Yufan Zhou, Changyou Chen, Jinhui Xu

* Accepted by NeurIPS 2020, code will be available at https://github.com/drboog/Heat-Kernel 

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Graph Neural Networks with Composite Kernels


May 16, 2020
Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu


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Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions


Dec 21, 2019
Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

* AAAI 2020 

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KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling


Dec 02, 2019
Yufan Zhou, Changyou Chen, Jinhui Xu


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