Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 471 papers shown

Title
SeaSplat: Representing Underwater Scenes with 3D Gaussian Splatting and a Physically Grounded Image Formation Model Daniel Yang John J. Leonard Yogesh A. Girdhar 3DGS 46 8 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 23 0 0 25 Sep 2024
ASPINN: An asymptotic strategy for solving singularly perturbed differential equations Sen Wang Peizhi Zhao Tao Song 35 0 0 20 Sep 2024
Shape-informed surrogate models based on signed distance function domain encoding L. Zhang S. Pagani Jun Zhang Francesco Regazzoni AI4CE 50 1 0 19 Sep 2024
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction Marko Mihajlovic Sergey Prokudin Siyu Tang Robert Maier Federica Bogo Tony Tung Edmond Boyer 3DGS 38 10 0 17 Sep 2024
Biomimetic Frontend for Differentiable Audio Processing Ruolan Leslie Famularo D. Zotkin S. Shamma R. Duraiswami AI4TS 39 0 0 13 Sep 2024
Rethinking Directional Parameterization in Neural Implicit Surface Reconstruction Zijie Jiang Tianhan Xu Hiroharu Kato AI4CE 34 1 0 11 Sep 2024
Lagrangian Hashing for Compressed Neural Field Representations Shrisudhan Govindarajan Zeno Sambugaro Akhmedkhan Shabanov Towaki Takikawa Daniel Rebain Weiwei Sun Nicola Conci K. M. Yi Andrea Tagliasacchi 48 1 0 09 Sep 2024
MDNF: Multi-Diffusion-Nets for Neural Fields on Meshes Avigail Cohen Rimon Tal Shnitzer Mirela Ben Chen 34 0 0 04 Sep 2024
RMMI: Enhanced Obstacle Avoidance for Reactive Mobile Manipulation using an Implicit Neural Map Nicolas Marticorena Tobias Fischer Jesse Haviland Niko Suenderhauf 42 1 0 29 Aug 2024
A Simple and Generalist Approach for Panoptic Segmentation Nedyalko Prisadnikov Wouter Van Gansbeke Danda Pani Paudel Luc Van Gool VLM 53 0 0 29 Aug 2024
Irregularity Inspection using Neural Radiance Field Tianqi Ding Dawei Xiang 38 3 0 21 Aug 2024
Efficient Scene Appearance Aggregation for Level-of-Detail Rendering Yang Zhou Tao Huang Ravi Ramamoorthi Pradeep Sen Ling-Qi Yan 28 0 0 19 Aug 2024
Shape Space Spectra Yue Chang Otman Benchekroun Maurizio M. Chiaramonte Julius Berner E. Grinspun 28 0 0 19 Aug 2024
PHOCUS: Physics-Based Deconvolution for Ultrasound Resolution Enhancement Felix Duelmer Walter Simson Mohammad Farid Azampour Magdalena Wysocki A. Karlas Nassir Navab 26 0 0 07 Aug 2024
Neural Octahedral Field: Octahedral prior for simultaneous smoothing and sharp edge regularization Gareth Seneque Tao Yu 26 0 0 01 Aug 2024
Localized Gaussian Splatting Editing with Contextual Awareness Hanyuan Xiao Yingshu Chen Huajian Huang Haolin Xiong Jing Yang P. Prasad Yajie Zhao 3DGS DiffM 47 4 0 31 Jul 2024
FINER++: Building a Family of Variable-periodic Functions for Activating Implicit Neural Representation Hao Zhu Zhen Liu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 72 1 0 28 Jul 2024
Iterative approach to reconstructing neural disparity fields from light-field data Ligen Shi Chang Liu Xing Zhao Jun Qiu 30 0 0 22 Jul 2024
A Resolution Independent Neural Operator B. Bahmani S. Goswami Ioannis G. Kevrekidis Michael D. Shields 47 7 0 17 Jul 2024
Disentangled Acoustic Fields For Multimodal Physical Scene Understanding Jie Yin Andrew F. Luo Yilun Du A. Cherian Tim K. Marks Jonathan Le Roux Chuang Gan 52 0 0 16 Jul 2024
2D Neural Fields with Learned Discontinuities Chenxi Liu Siqi Wang Matthew Fisher Deepali Aneja Alec Jacobson 3DH 43 1 0 15 Jul 2024
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images Chuanrui Zhang Yonggen Ling Minglei Lu Minghan Qin Haoqian Wang 3DV 44 2 0 09 Jul 2024
Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs Hrishikesh Viswanath Yue Chang Julius Berner Julius Berner Peter Yichen Chen Aniket Bera AI4CE 68 2 0 04 Jul 2024
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering Ahmad AlMughrabi Ricardo Marques Petia Radeva 58 0 0 02 Jul 2024
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 40 6 0 25 Jun 2024
Reducing the Memory Footprint of 3D Gaussian Splatting Panagiotis Papantonakis Georgios Kopanas Bernhard Kerbl Alexandre Lanvin G. Drettakis 3DGS 39 60 0 24 Jun 2024
Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models Paul Henderson Melonie de Almeida D. Ivanova Titas Anciukevicius 3DGS 51 4 0 18 Jun 2024
NeST: Neural Stress Tensor Tomography by leveraging 3D Photoelasticity Akshat Dave Tianyi Zhang Aaron Young Ramesh Raskar Wolfgang Heidrich Ashok Veeraraghavan 42 2 0 14 Jun 2024
1-Lipschitz Neural Distance Fields Guillaume Coiffier Louis Bethune 43 3 0 14 Jun 2024
FSH3D: 3D Representation via Fibonacci Spherical Harmonics Zikuan Li Anyi Huang Wenru Jia Qiaoyun Wu Mingqiang Wei Jun Wang 37 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 40 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 60 7 0 09 Jun 2024
Coarse-To-Fine Tensor Trains for Compact Visual Representations Sebastian Loeschcke Dan Wang Christian Leth-Espensen Serge Belongie M. Kastoryano Sagie Benaim ViT 50 1 0 06 Jun 2024
ReFiNe: Recursive Field Networks for Cross-modal Multi-scene Representation Sergey Zakharov Katherine Liu Adrien Gaidon Rares Ambrus 38 1 0 06 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 53 2 0 06 Jun 2024
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations Jan Hagnberger Marimuthu Kalimuthu Daniel Musekamp Mathias Niepert AI4TS AI4CE 49 5 0 06 Jun 2024
Self-Supervised Geometry-Guided Initialization for Robust Monocular Visual Odometry Takayuki Kanai Igor Vasiljevic Vitor Campagnolo Guizilini Kazuhiro Shintani MDE SSL 34 0 0 03 Jun 2024
Representing Animatable Avatar via Factorized Neural Fields Chunjin Song Zhijie Wu Bastian Wandt Leonid Sigal Helge Rhodin 41 0 0 02 Jun 2024
Robust Biharmonic Skinning Using Geometric Fields Ana Dodik Vincent Sitzmann Justin Solomon Oded Stein 3DH 55 2 0 01 Jun 2024
NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 47 1 0 01 Jun 2024
ImplicitTerrain: a Continuous Surface Model for Terrain Data Analysis Haoan Feng Xin Xu L. Floriani 32 1 0 31 May 2024
Neural Gaussian Scale-Space Fields Felix Mujkanovic Ntumba Elie Nsampi Christian Theobalt Hans-Peter Seidel Thomas Leimkuhler 48 1 0 31 May 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 55 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 48 3 0 30 May 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 63 1 0 29 May 2024
Towards a Sampling Theory for Implicit Neural Representations Mahrokh Najaf Gregory Ongie 31 0 0 28 May 2024
Self-Supervised Dual Contouring Ramanathan Sundararaman Roman Klokov M. Ovsjanikov 60 1 0 28 May 2024
N-BVH: Neural ray queries with bounding volume hierarchies Philippe Weier Alexander Rath Élie Michel Iliyan Georgiev Philipp Slusallek T. Boubekeur 33 5 0 25 May 2024
NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation Vikas Thamizharasan Difan Liu Matthew Fisher Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 32 5 0 24 May 2024