Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
Advances in Radiance Field for Dynamic Scene: From Neural Field to Gaussian Field Jinlong Fan Xuepu Zeng J. Zhang M. Gong Yuxiang Yang Dacheng Tao 3DGS AI4CE 36 0 0 15 May 2025
MISO: Multiresolution Submap Optimization for Efficient Globally Consistent Neural Implicit Reconstruction Yulun Tian Hanwen Cao Sunghwan Kim Nikolay A. Atanasov 122 0 0 27 Apr 2025
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields Brandon Zhao A. Levis Liam Connor Pratul P. Srinivasan Katherine L. Bouman 31 0 0 21 Apr 2025
HoLa: B-Rep Generation using a Holistic Latent Representation Yilin Liu Duoteng Xu Xingyao Yu Xiang Xu Daniel Cohen-Or Hao Zhang Hui Huang AI4CE 23 0 0 19 Apr 2025
MASH: Masked Anchored SpHerical Distances for 3D Shape Representation and Generation Changhao Li Yu Xin Xiaowei Zhou Ariel Shamir Hao Zhang Ligang Liu R. Hu 48 0 0 12 Apr 2025
Implicit Neural Differential Model for Spatiotemporal Dynamics Deepak Akhare P. Du Tengfei Luo Jian-Xun Wang PINN AI4CE 46 0 0 03 Apr 2025
RealityAvatar: Towards Realistic Loose Clothing Modeling in Animatable 3D Gaussian Avatars Yahui Li Zhi Zeng Liming Pang Guixuan Zhang Shuwu Zhang 40 0 0 02 Apr 2025
Representing Flow Fields with Divergence-Free Kernels for Reconstruction Xingyu Ni Jingrui Xing Xingqiao Li Bin Wang Baoquan Chen AI4CE 38 0 0 02 Apr 2025
Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration Yi-Tang Chen Haoyu Li Neng Shi Xihaier Luo Wei-ping Xu Han-Wei Shen 39 0 0 01 Apr 2025
Semantic Consistent Language Gaussian Splatting for Point-Level Open-vocabulary Querying Hairong Yin Huangying Zhan Yi Tian Xu Raymond A. Yeh 43 0 0 27 Mar 2025
Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting Guang Zhao Xihaier Luo Seungjun Lee Yihui Ren Shinjae Yoo Luke Van Roekel B. Nadiga S. Narayanan Yixuan Sun Wei Xu AI4CE 48 0 0 27 Mar 2025
Towards Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields Anran Xu L. Heagy 49 0 0 21 Mar 2025
Learning 3D Scene Analogies with Neural Contextual Scene Maps Junho Kim Gwangtak Bae E. Lee Young Min Kim 3DPC 3DV 60 0 0 20 Mar 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy J. C. V. Gemert 47 1 0 19 Mar 2025
TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing S. Lionar Jiabin Liang G. Lee 3DPC 54 0 0 14 Mar 2025
RSR-NF: Neural Field Regularization by Static Restoration Priors for Dynamic Imaging Berk Iskender Sushan Nakarmi Nitin Daphalapurkar M. Klasky Y. Bresler 41 0 0 13 Mar 2025
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild Damien Teney Liangze Jiang Florin Gogianu Ehsan Abbasnejad 157 0 0 13 Mar 2025
SASNet: Spatially-Adaptive Sinusoidal Neural Networks Haoan Feng Diana Aldana Tiago Novello L. Floriani 52 0 0 12 Mar 2025
GASPACHO: Gaussian Splatting for Controllable Humans and Objects Aymen Mir Arthur Moreau Helisa Dhamo Zhensong Zhang Eduardo Pérez-Pellitero 3DGS 55 0 0 12 Mar 2025
Distilling Dataset into Neural Field DongHyeok Shin Heesun Bae Gyuwon Sim Wanmo Kang Il-Chul Moon DD 66 1 0 05 Mar 2025
Regularized interpolation in 4D neural fields enables optimization of 3D printed geometries Christos Margadji Andi Kuswoyo Sebastian W. Pattinson AI4CE 44 0 0 03 Feb 2025
Kolmogorov Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations Zili Liu Hao Chen Lei Bai Wenyuan Li Zhengxia Zou Zhenwei Shi 48 1 0 24 Jan 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 76 0 0 22 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
GauFRe: Gaussian Deformation Fields for Real-time Dynamic Novel View Synthesis Yiqing Liang Numair Khan Zhengqin Li Thu Nguyen-Phuoc Douglas Lanman James Tompkin Lei Xiao 3DGS 79 46 0 17 Jan 2025
Score-based 3D molecule generation with neural fields Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 43 0 0 15 Jan 2025
Level-Set Parameters: Novel Representation for 3D Shape Analysis Huan Lei Hongdong Li Andreas Geiger Anthony Dick 69 0 0 18 Dec 2024
CATSplat: Context-Aware Transformer with Spatial Guidance for Generalizable 3D Gaussian Splatting from A Single-View Image Wonseok Roh Hwanhee Jung Jong Wook Kim S. Lee Innfarn Yoo Andreas Lugmayr Seunggeun Chi K. Ramani Sangpil Kim 3DGS 87 2 0 17 Dec 2024
A LoRA is Worth a Thousand Pictures Chenxi Liu Towaki Takikawa Alec Jacobson DiffM OffRL 72 2 0 16 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 86 3 0 12 Dec 2024
Monocular Dynamic Gaussian Splatting is Fast and Brittle but Smooth Motion Helps Yiqing Liang Mikhail Okunev Mikaela Uy Runfeng Li Leonidas J. Guibas James Tompkin Adam W. Harley 3DGS 104 2 0 05 Dec 2024
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling Xihaier Luo Samuel Lurvey Yi Huang Yihui Ren Jin-zhi Huang Byung-Jun Yoon 68 0 0 02 Dec 2024
CRAYM: Neural Field Optimization via Camera RAY Matching Liqiang Lin Wenpeng Wu Chi-Wing Fu Hao Zhang Hui Huang 67 1 0 02 Dec 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 93 0 0 18 Nov 2024
BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression Ge Gao Adrian Azzarelli Ho Man Kwan Nantheera Anantrasirichai Fan Zhang Oliver Moolan-Feroze David Bull 3DH 36 0 0 17 Nov 2024
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows Benedikt Alkin Tobias Kronlachner Samuele Papa Stefan Pirker Thomas Lichtenegger Johannes Brandstetter PINN AI4CE 45 1 1 14 Nov 2024
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey Amer Essakine Yanqi Cheng Chun-Wun Cheng Lipei Zhang Zhongying Deng Lei Zhu Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 52 5 0 06 Nov 2024
URAvatar: Universal Relightable Gaussian Codec Avatars Junxuan Li Chen Cao Gabriel Schwartz Rawal Khirodkar Christian Richardt Tomas Simon Yaser Sheikh Shunsuke Saito 3DGS 38 8 0 31 Oct 2024
Neural Fields in Robotics: A Survey Muhammad Zubair Irshad Mauro Comi Yen-Chen Lin Nick Heppert Abhinav Valada Rares Ambrus Z. Kira Jonathan Tremblay AI4CE 43 3 0 26 Oct 2024
Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion Strategies Shrey Vishen Jatin Sarabu Chinmay Bharathulwar Rithwick Lakshmanan Vishnu Srinivas Vishnu Srinivas 22 1 0 22 Oct 2024
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 19 0 0 16 Oct 2024
Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior Julian Suk Guido Nannini Patryk Rygiel Christoph Brune Gianluca Pontone Alberto Redaelli J. Wolterink 16 1 0 15 Oct 2024
Physics-informed Neural Mapping and Motion Planning in Unknown Environments Yuchen Liu Ruiqi Ni A. H. Qureshi 31 2 0 13 Oct 2024
FreSh: Frequency Shifting for Accelerated Neural Representation Learning Adam Kania Marko Mihajlovic Sergey Prokudin Jacek Tabor Przemysław Spurek 23 1 0 07 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 53 2 0 07 Oct 2024
MiraGe: Editable 2D Images using Gaussian Splatting Joanna Waczyñska Tomasz Szczepanik Piotr Borycki S. Tadeja Thomas Bohné P. Spurek 3DGS 52 3 0 02 Oct 2024
Implicit Neural Representations for Simultaneous Reduction and Continuous Reconstruction of Multi-Altitude Climate Data Alif Bin Abdul Qayyum Xihaier Luo Nathan M. Urban Xiaoning Qian Byung-Jun Yoon AI4Cl 26 0 0 25 Sep 2024
SeaSplat: Representing Underwater Scenes with 3D Gaussian Splatting and a Physically Grounded Image Formation Model Daniel Yang John J. Leonard Yogesh A. Girdhar 3DGS 36 7 0 25 Sep 2024
Multi-Tier Preservation of Discrete Morse Smale Complexes in Error-Bounded Lossy Compression Yuxiao Li Xin Liang Xin Liang Bei Wang Hanqi Guo 21 0 0 25 Sep 2024
ASPINN: An asymptotic strategy for solving singularly perturbed differential equations Sen Wang Peizhi Zhao Tao Song 25 0 0 20 Sep 2024