NEURIPS 2025 "implicit neural representations" Papers

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FLOWING: Implicit Neural Flows for Structure-Preserving Morphing

Arthur Bizzi, Matias Grynberg Portnoy, Vitor Pereira Matias et al.

NEURIPS 2025oralarXiv:2510.09537

GradMetaNet: An Equivariant Architecture for Learning on Gradients

Yoav Gelberg, Yam Eitan, Aviv Navon et al.

NEURIPS 2025posterarXiv:2507.01649

Grids Often Outperform Implicit Neural Representation at Compressing Dense Signals

Namhoon Kim, Sara Fridovich-Keil

NEURIPS 2025posterarXiv:2506.11139

MoRIC: A Modular Region-based Implicit Codec for Image Compression

Gen Li, Haotian Wu, Deniz Gunduz

NEURIPS 2025poster

PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling

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

NEURIPS 2025posterarXiv:2506.12790

Understanding Bias Terms in Neural Representations

Weixiang Zhang, Boxi Li, Shuzhao Xie et al.

NEURIPS 2025poster