Reproducing Activation Function for Deep Learning

13 January 2021

Papers citing "Reproducing Activation Function for Deep Learning"

6 / 6 papers shown

Title
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 65 2 0 17 Mar 2025
Learning Epidemiological Dynamics via the Finite Expression Method Jianda Du Senwei Liang Chunmei Wang 38 1 0 31 Dec 2024
Respecting causality is all you need for training physics-informed neural networks Sizhuang He Shyam Sankaran P. Perdikaris PINN CML AI4CE 40 199 0 14 Mar 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 30 66 0 19 Jan 2022
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 13 118 0 30 Nov 2021
Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains Ziqi Liu Wei Cai Zhi-Qin John Xu AI4CE 223 157 0 22 Jul 2020