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spectral bia

32 papers

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Co-occurring keywords

neural tangent kernel (205) neural network (6616) implicit neural representation (271) generalization bound (652) fourier feature (23) frequency analysis (80) multilayer perceptron (87) gradient flow (142) partial differential equation (222) convolutional neural network (4226)

Papers

Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study NIPS 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization NIPS 2022
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime NIPS 2022
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021
Towards Understanding the Spectral Bias of Deep Learning IJCAI 2021
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NIPS 2020
On the Spectral Bias of Neural Networks ICML 2019