Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 130 papers shown

Title
MISO: Multiresolution Submap Optimization for Efficient Globally Consistent Neural Implicit Reconstruction Yulun Tian Hanwen Cao Sunghwan Kim Nikolay A. Atanasov 97 0 0 27 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 16 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
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
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
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 77 46 0 17 Jan 2025
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 91 0 0 18 Nov 2024
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows Benedikt Alkin Tobias Kronlachner Samuele Papa Stefan Pirker Thomas Lichtenegger Johannes Brandstetter PINN AI4CE 38 1 1 14 Nov 2024
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 19 0 0 16 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
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
Shape-informed surrogate models based on signed distance function domain encoding L. Zhang S. Pagani Jun Zhang Francesco Regazzoni AI4CE 37 1 0 19 Sep 2024
Biomimetic Frontend for Differentiable Audio Processing Ruolan Leslie Famularo D. Zotkin S. Shamma R. Duraiswami AI4TS 31 0 0 13 Sep 2024
A Simple and Generalist Approach for Panoptic Segmentation Nedyalko Prisadnikov Wouter Van Gansbeke Danda Pani Paudel Luc Van Gool VLM 41 0 0 29 Aug 2024
Efficient Scene Appearance Aggregation for Level-of-Detail Rendering Yang Zhou Tao Huang Ravi Ramamoorthi Pradeep Sen Ling-Qi Yan 18 0 0 19 Aug 2024
Shape Space Spectra Yue Chang Otman Benchekroun Maurizio M. Chiaramonte Peter Yichen Chen E. Grinspun 28 0 0 19 Aug 2024
1-Lipschitz Neural Distance Fields Guillaume Coiffier Louis Bethune 41 3 0 14 Jun 2024
FSH3D: 3D Representation via Fibonacci Spherical Harmonics Zikuan Li Anyi Huang Wenru Jia Qiaoyun Wu Mingqiang Wei Jun Wang 35 0 0 12 Jun 2024
Neural Visibility Field for Uncertainty-Driven Active Mapping Shangjie Xue Jesse Dill Pranay Mathur F. Dellaert Panagiotis Tsiotras Danfei Xu 29 5 0 11 Jun 2024
Grounding Continuous Representations in Geometry: Equivariant Neural Fields David R. Wessels David M. Knigge Samuele Papa Riccardo Valperga Sharvaree P. Vadgama E. Gavves Erik J. Bekkers 38 7 0 09 Jun 2024
Coarse-To-Fine Tensor Trains for Compact Visual Representations Sebastian Loeschcke Dan Wang Christian Leth-Espensen Serge J. Belongie M. Kastoryano Sagie Benaim ViT 37 1 0 06 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 35 2 0 06 Jun 2024
NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 32 1 0 01 Jun 2024
Robust Biharmonic Skinning Using Geometric Fields Ana Dodik Vincent Sitzmann Justin Solomon Oded Stein 3DH 42 2 0 01 Jun 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 45 3 0 31 May 2024
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian Wei Sun Qi Zhang Yanzhao Zhou QiXiang Ye Jianbin Jiao Yuan Li 3DGS UQCV 40 3 0 30 May 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 58 1 0 29 May 2024
BANF: Band-limited Neural Fields for Levels of Detail Reconstruction Ahan Shabanov Shrisudhan Govindarajan Cody Reading Lily Goli Daniel Rebain Kwang Moo Yi Andrea Tagliasacchi 30 5 0 19 Apr 2024
RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS Michael Niemeyer Fabian Manhardt Marie-Julie Rakotosaona Michael Oechsle Daniel Duckworth R. Gosula Keisuke Tateno John Bates Dominik Kaeser Federico Tombari 3DGS 61 54 0 20 Mar 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 92 18 0 04 Mar 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 90 3 0 12 Feb 2024
Hybrid Neural Representations for Spherical Data Hyomin Kim Yunhui Jang Jaeho Lee Sungsoo Ahn 32 3 0 05 Feb 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 30 170 0 08 Jan 2024
Radar Fields: An Extension of Radiance Fields to SAR T. Ehret Roger Marí Dawa Derksen Nicolas Gasnier Gabriele Facciolo AI4CE 18 5 0 20 Dec 2023
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 20 23 0 05 Dec 2023
Accelerating Neural Field Training via Soft Mining Shakiba Kheradmand Daniel Rebain Gopal Sharma Hossam N. Isack Abhishek Kar Andrea Tagliasacchi Kwang Moo Yi 35 4 0 29 Nov 2023
Neural Texture Puppeteer: A Framework for Neural Geometry and Texture Rendering of Articulated Shapes, Enabling Re-Identification at Interactive Speed Urs Waldmann O. Johannsen Bastian Goldluecke 3DH 25 1 0 28 Nov 2023
In Search of a Data Transformation That Accelerates Neural Field Training Junwon Seo Sangyoon Lee Kwang In Kim Jaeho Lee 29 3 0 28 Nov 2023
A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View Synthesis Kai Katsumata D. Vo Hideki Nakayama 3DGS 25 14 0 21 Nov 2023
Single-Image 3D Human Digitization with Shape-Guided Diffusion Badour Albahar Shunsuke Saito Hung-Yu Tseng Changil Kim Johannes Kopf Jia-Bin Huang DiffM 27 28 0 15 Nov 2023
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation Jingkang Wang S. Manivasagam Yun Chen Ze Yang Ioan Andrei Bârsan A. Yang Wei-Chiu Ma R. Urtasun 3DV 35 24 0 02 Nov 2023
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction Pol Caselles Eduard Ramon Jaime García G. Triginer Francesc Moreno-Noguer 31 3 0 12 Oct 2023
Tiled Multiplane Images for Practical 3D Photography Numair Khan Douglas Lanman Lei Xiao 11 7 0 25 Sep 2023
Rendering stable features improves sampling-based localisation with Neural radiance fields Boxuan Zhang Lindsay Kleeman Michael G. Burke 16 0 0 21 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 16 3 0 06 Sep 2023
BLiSS: Bootstrapped Linear Shape Space Sanjeev Muralikrishnan C. Huang Duygu Ceylan Niloy J. Mitra 25 3 0 04 Sep 2023
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases Eugen Šlapak Enric Pardo Matús Dopiriak T. Maksymyuk Juraj Gazda AI4CE 22 12 0 14 Aug 2023
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments Tianxing Li Rui Shi Qing Zhu T. Kanai 20 1 0 05 Aug 2023
Neural Modulation Fields for Conditional Cone Beam Neural Tomography Samuele Papa David M. Knigge Riccardo Valperga N. Moriakov Miltos Kofinas J. Sonke E. Gavves 32 3 0 17 Jul 2023