GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction
Fuente:
arXiv
Saved in:
| Main Authors: | Bouzidi, Abdelaziz, Laga, Hamid, Wannous, Hazem, Sohel, Ferdous |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction
by: Abelaziz Bouzidi, et al.
Published: (2025)
by: Abelaziz Bouzidi, et al.
Published: (2025)
Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score
by: Khan, Abdullah Ahmad, et al.
Published: (2026)
by: Khan, Abdullah Ahmad, et al.
Published: (2026)
ICPR 2026 Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera (TVRID)
by: Delécluse, Raphaël, et al.
Published: (2026)
by: Delécluse, Raphaël, et al.
Published: (2026)
Online hand gesture recognition using Continual Graph Transformers
by: Slama, Rim, et al.
Published: (2025)
by: Slama, Rim, et al.
Published: (2025)
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
by: Rajapaksha, Uchitha, et al.
Published: (2024)
by: Rajapaksha, Uchitha, et al.
Published: (2024)
eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis
by: Ikne, Omar, et al.
Published: (2024)
by: Ikne, Omar, et al.
Published: (2024)
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures
by: Khanam, Tahmina, et al.
Published: (2024)
by: Khanam, Tahmina, et al.
Published: (2024)
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction
by: Patel, Aarya, et al.
Published: (2024)
by: Patel, Aarya, et al.
Published: (2024)
Advances and Trends in the 3D Reconstruction of the Shape and Motion of Animals
by: Li, Ziqi, et al.
Published: (2025)
by: Li, Ziqi, et al.
Published: (2025)
Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis
by: Nizamani, Awais, et al.
Published: (2025)
by: Nizamani, Awais, et al.
Published: (2025)
MultiShadow: Multi-Object Shadow Generation for Image Compositing via Diffusion Model
by: Ahmed, Waqas, et al.
Published: (2026)
by: Ahmed, Waqas, et al.
Published: (2026)
SVR-GS: Spatially Variant Regularization for Probabilistic Masks in 3D Gaussian Splatting
by: Taghipour, Ashkan, et al.
Published: (2025)
by: Taghipour, Ashkan, et al.
Published: (2025)
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM
by: Wan, Xinlong, et al.
Published: (2025)
by: Wan, Xinlong, et al.
Published: (2025)
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation
by: Xu, Lian, et al.
Published: (2024)
by: Xu, Lian, et al.
Published: (2024)
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature
by: Dong, Qiujie, et al.
Published: (2024)
by: Dong, Qiujie, et al.
Published: (2024)
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction
by: Mihajlovic, Marko, et al.
Published: (2024)
by: Mihajlovic, Marko, et al.
Published: (2024)
NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations
by: Tang, Zhenyu, et al.
Published: (2025)
by: Tang, Zhenyu, et al.
Published: (2025)
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
by: Taghipour, Ashkan, et al.
Published: (2024)
by: Taghipour, Ashkan, et al.
Published: (2024)
ResFields: Residual Neural Fields for Spatiotemporal Signals
by: Mihajlovic, Marko, et al.
Published: (2023)
by: Mihajlovic, Marko, et al.
Published: (2023)
TG-Field: Geometry-Aware Radiative Gaussian Fields for Tomographic Reconstruction
by: Zhong, Yuxiang, et al.
Published: (2026)
by: Zhong, Yuxiang, et al.
Published: (2026)
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching
by: Jospin, Laurent Valentin, et al.
Published: (2021)
by: Jospin, Laurent Valentin, et al.
Published: (2021)
Controllable Complex Human Motion Video Generation via Text-to-Skeleton Cascades
by: Taghipour, Ashkan, et al.
Published: (2026)
by: Taghipour, Ashkan, et al.
Published: (2026)
Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction
by: Huang, Binxiao, et al.
Published: (2025)
by: Huang, Binxiao, et al.
Published: (2025)
Certified vs. Empirical Adversarial Robust-ness via Hybrid Convolutions with Attention Stochasticity
by: Dhar, Joy, et al.
Published: (2026)
by: Dhar, Joy, et al.
Published: (2026)
Implicit Neural Representations: A Signal Processing Perspective
by: Jayasundara, Dhananjaya, et al.
Published: (2026)
by: Jayasundara, Dhananjaya, et al.
Published: (2026)
Spectrally Pruned Gaussian Fields with Neural Compensation
by: Yang, Runyi, et al.
Published: (2024)
by: Yang, Runyi, et al.
Published: (2024)
Advances in Radiance Field for Dynamic Scene: From Neural Field to Gaussian Field
by: Fan, Jinlong, et al.
Published: (2025)
by: Fan, Jinlong, et al.
Published: (2025)
Medical Scene Reconstruction and Segmentation based on 3D Gaussian Representation
by: Liu, Bin, et al.
Published: (2025)
by: Liu, Bin, et al.
Published: (2025)
Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction
by: Das, Devikalyan, et al.
Published: (2023)
by: Das, Devikalyan, et al.
Published: (2023)
OGGSplat: Open Gaussian Growing for Generalizable Reconstruction with Expanded Field-of-View
by: Wang, Yanbo, et al.
Published: (2025)
by: Wang, Yanbo, et al.
Published: (2025)
Neural Field Representations of Mobile Computational Photography
by: Chugunov, Ilya
Published: (2025)
by: Chugunov, Ilya
Published: (2025)
Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes
by: Yu, Zehao, et al.
Published: (2024)
by: Yu, Zehao, et al.
Published: (2024)
Multivariate Gaussian NeRF for Wide Field-of-View Ultrasound Reconstruction
by: Valera, Patris, et al.
Published: (2026)
by: Valera, Patris, et al.
Published: (2026)
Lagrangian Hashing for Compressed Neural Field Representations
by: Govindarajan, Shrisudhan, et al.
Published: (2024)
by: Govindarajan, Shrisudhan, et al.
Published: (2024)
HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation
by: Liang, Yiming, et al.
Published: (2025)
by: Liang, Yiming, et al.
Published: (2025)
Neural-MMGS: Multi-modal Neural Gaussian Splats for Large-Scale Scene Reconstruction
by: Shen, Sitian, et al.
Published: (2025)
by: Shen, Sitian, et al.
Published: (2025)
Efficient Neural Implicit Representation for 3D Human Reconstruction
by: Huang, Zexu, et al.
Published: (2024)
by: Huang, Zexu, et al.
Published: (2024)
Disentangled Learning Improves Implicit Neural Representations for Medical Reconstruction
by: Wu, Qing, et al.
Published: (2026)
by: Wu, Qing, et al.
Published: (2026)
Compact 3D Gaussian Representation for Radiance Field
by: Lee, Joo Chan, et al.
Published: (2023)
by: Lee, Joo Chan, et al.
Published: (2023)
Discretized Gaussian Representation for Tomographic Reconstruction
by: Wu, Shaokai, et al.
Published: (2024)
by: Wu, Shaokai, et al.
Published: (2024)
Similar Items
-
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction
by: Abelaziz Bouzidi, et al.
Published: (2025) -
Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score
by: Khan, Abdullah Ahmad, et al.
Published: (2026) -
ICPR 2026 Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera (TVRID)
by: Delécluse, Raphaël, et al.
Published: (2026) -
Online hand gesture recognition using Continual Graph Transformers
by: Slama, Rim, et al.
Published: (2025) -
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
by: Rajapaksha, Uchitha, et al.
Published: (2024)