Poster "neural fields" Papers

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DNF: Unconditional 4D Generation with Dictionary-based Neural Fields

Xinyi Zhang, Naiqi Li, Angela Dai

CVPR 2025arXiv:2412.05161

Fast Training of Sinusoidal Neural Fields via Scaling Initialization

Taesun Yeom, Sangyoon Lee, Jaeho Lee

ICLR 2025arXiv:2410.04779

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields

Junhyeog Yun, Minui Hong, Gunhee Kim

ICCV 2025arXiv:2508.06301

GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling

Honghui Wang, Shiji Song, Gao Huang

Learning Neural Exposure Fields for View Synthesis

Michael Niemeyer, Fabian Manhardt, Marie-Julie Rakotosaona et al.

NEURIPS 2025arXiv:2510.08279

Learning Partonomic 3D Reconstruction from Image Collections

Xiaoqian Ruan, Pei Yu, Dian Jia et al.

Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields

Brandon Zhao, Aviad Levis, Liam Connor et al.

ICLR 2025arXiv:2504.15262

Denoising Vision Transformers

Jiawei Yang, Katie Luo, Jiefeng Li et al.

ECCV 2024arXiv:2401.02957

HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos

Lixin Xue, Chen Guo, Chengwei Zheng et al.

Improved Generalization of Weight Space Networks via Augmentations

Aviv Shamsian, Aviv Navon, David Zhang et al.

ICML 2024arXiv:2402.04081

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation

Yushi Lan, Fangzhou Hong, Shuai Yang et al.

ECCV 2024arXiv:2403.12019

NICP: Neural ICP for 3D Human Registration at Scale

Riccardo Marin, Enric Corona, Gerard Pons-Moll

ECCV 2024arXiv:2312.14024