"neural fields" Papers
16 papers found
Conference
DNF: Unconditional 4D Generation with Dictionary-based Neural Fields
Xinyi Zhang, Naiqi Li, Angela Dai
CVPR 2025arXiv:2412.05161
4
citations
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
Taesun Yeom, Sangyoon Lee, Jaeho Lee
ICLR 2025arXiv:2410.04779
9
citations
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
ICLR 2025
4
citations
Learning Neural Exposure Fields for View Synthesis
Michael Niemeyer, Fabian Manhardt, Marie-Julie Rakotosaona et al.
NEURIPS 2025arXiv:2510.08279
4
citations
Learning Partonomic 3D Reconstruction from Image Collections
Xiaoqian Ruan, Pei Yu, Dian Jia et al.
CVPR 2025
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields
Brandon Zhao, Aviad Levis, Liam Connor et al.
ICLR 2025arXiv:2504.15262
3
citations
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
David K Park, Xihaier Luo, Guang Zhao et al.
ICML 2025oralarXiv:2504.12262
1
citations
Denoising Vision Transformers
Jiawei Yang, Katie Luo, Jiefeng Li et al.
ECCV 2024arXiv:2401.02957
31
citations
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
Cheng-You Lu, Peisen Zhou, Angela Xing et al.
CVPR 2024highlightarXiv:2307.16897
10
citations
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields
Hemanth Saratchandran, Sameera Ramasinghe, Simon Lucey
CVPR 2024highlightarXiv:2403.19205
11
citations
HSR: Holistic 3D Human-Scene Reconstruction from Monocular Videos
Lixin Xue, Chen Guo, Chengwei Zheng et al.
ECCV 2024
9
citations
Improved Generalization of Weight Space Networks via Augmentations
Aviv Shamsian, Aviv Navon, David Zhang et al.
ICML 2024arXiv:2402.04081
19
citations
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation
Yushi Lan, Fangzhou Hong, Shuai Yang et al.
ECCV 2024arXiv:2403.12019
75
citations
NICP: Neural ICP for 3D Human Registration at Scale
Riccardo Marin, Enric Corona, Gerard Pons-Moll
ECCV 2024arXiv:2312.14024
19
citations
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations
Jan Hagnberger, Marimuthu Kalimuthu, Daniel Musekamp et al.
ICML 2024oralarXiv:2406.03919
10
citations