[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
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Updated
Dec 30, 2021 - Python
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
[Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang
My assignments of the Natural Language Processing Specialization provided by DeepLearning.AI
Infinite-width neural networks from a practical point of view
A collection of papers & notes in deep learning and database.
Convolutions and more as einsum for PyTorch
Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)
Neural Tangent Kernel (NTK) module for the scikit-learn library
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