Poster "spectral bias" Papers

8 papers found

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Fast Training of Sinusoidal Neural Fields via Scaling Initialization

Taesun Yeom, Sangyoon Lee, Jaeho Lee

ICLR 2025posterarXiv:2410.04779
8
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 2025posterarXiv:2504.13412
1
citations

On the expressiveness and spectral bias of KANs

Yixuan Wang, Jonathan Siegel, Ziming Liu et al.

ICLR 2025posterarXiv:2410.01803
40
citations

PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling

Minju Jo, Woojin Cho, Uvini Balasuriya Mudiyanselage et al.

NeurIPS 2025posterarXiv:2506.12790
1
citations

Self-diffusion for Solving Inverse Problems

Guanxiong Luo, Shoujin Huang

NeurIPS 2025posterarXiv:2510.21417
1
citations

Transformers Learn Low Sensitivity Functions: Investigations and Implications

Bhavya Vasudeva, Deqing Fu, Tianyi Zhou et al.

ICLR 2025posterarXiv:2403.06925
7
citations

ReLUs Are Sufficient for Learning Implicit Neural Representations

Joseph Shenouda, Yamin Zhou, Robert Nowak

ICML 2024poster

Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization

Yilin Liu, Yunkui Pang, Jiang Li et al.

ECCV 2024posterarXiv:2312.09988
2
citations