"spectral bias" Papers
10 papers found
Conference
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
Taesun Yeom, Sangyoon Lee, Jaeho Lee
ICLR 2025arXiv:2410.04779
9
citations
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
Samuel Audia, Soheil Feizi, Matthias Zwicker et al.
ICLR 2025arXiv:2504.13412
1
citations
Neuro-Spectral Architectures for Causal Physics-Informed Networks
Arthur Bizzi, Leonardo Moreira, Márcio Marques et al.
NEURIPS 2025oralarXiv:2509.04966
1
citations
On the expressiveness and spectral bias of KANs
Yixuan Wang, Jonathan Siegel, Ziming Liu et al.
ICLR 2025arXiv:2410.01803
41
citations
PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling
Minju Jo, Woojin Cho, Uvini Balasuriya Mudiyanselage et al.
NEURIPS 2025arXiv:2506.12790
3
citations
Self-diffusion for Solving Inverse Problems
Guanxiong Luo, Shoujin Huang
NEURIPS 2025arXiv:2510.21417
1
citations
SHAP values via sparse Fourier representation
Ali Gorji, Andisheh Amrollahi, Andreas Krause
NEURIPS 2025spotlightarXiv:2410.06300
3
citations
Transformers Learn Low Sensitivity Functions: Investigations and Implications
Bhavya Vasudeva, Deqing Fu, Tianyi Zhou et al.
ICLR 2025arXiv:2403.06925
8
citations
ReLUs Are Sufficient for Learning Implicit Neural Representations
Joseph Shenouda, Yamin Zhou, Robert Nowak
ICML 2024arXiv:2406.02529
7
citations
Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization
Yilin Liu, Yunkui Pang, Jiang Li et al.
ECCV 2024arXiv:2312.09988
2
citations