Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
MARF: The Medial Atom Ray Field Object Representation Peder Bergebakken Sundt T. Theoharis 21 5 0 30 Jun 2023
Separable Physics-Informed Neural Networks Junwoo Cho Seungtae Nam Hyunmo Yang S. Yun Youngjoon Hong Eunbyung Park PINN AI4CE 17 41 0 28 Jun 2023
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction Qing Wu Lixuan Chen Ce Wang Hongjiang Wei S. Kevin Zhou Jing-xin Yu Yuyao Zhang MedIm 33 11 0 27 Jun 2023
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar Albert W. Reed Juhyeon Kim Thomas E. Blanford Adithya Pediredla Daniel C. Brown Suren Jayasuriya 19 16 0 16 Jun 2023
Neural Relighting with Subsurface Scattering by Learning the Radiance Transfer Gradient Shizhan Zhu Shunsuke Saito Aljaz Bozic Carlos Aliaga Trevor Darrell Christoph Lassner 25 6 0 15 Jun 2023
Neural Intersection Function S. Fujieda Chih-Chen Kao T. Harada 13 2 0 12 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 23 13 0 09 Jun 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 29 31 0 08 Jun 2023
StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views Jianfei Guo Nianchen Deng Xinyang Li Yeqi Bai Botian Shi Chiyu Wang Chenjing Ding Dongliang Wang Yikang Li 27 88 0 08 Jun 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 24 6 0 07 Jun 2023
Analyzing the Internals of Neural Radiance Fields Lukas Radl A. Kurz Michael Steiner M. Steinberger 8 4 0 01 Jun 2023
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow Cameron Smith Yilun Du A. Tewari Vincent Sitzmann 3DH 24 27 0 31 May 2023
Investigation of the Robustness of Neural Density Fields Jonas Schuhmacher F. Gratl Dario Izzo Pablo Gómez 12 3 0 31 May 2023
Towards a Robust Framework for NeRF Evaluation Adrian Azzarelli Nantheera Anantrasirichai David R Bull 16 6 0 29 May 2023
Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache Jiakai Sun Zhanjie Zhang Tianyi Chu Guangyuan Li Lei Zhao Wei Xing 25 2 0 26 May 2023
Manifold Diffusion Fields Ahmed A. A. Elhag Yuyang Wang J. Susskind Miguel Angel Bautista DiffM AI4CE 36 4 0 24 May 2023
NCHO: Unsupervised Learning for Neural 3D Composition of Humans and Objects Taeksoo Kim Shunsuke Saito Hanbyul Joo 3DH 32 7 0 23 May 2023
NeRFuser: Large-Scale Scene Representation by NeRF Fusion Jiading Fang Sheng-Fu Lin Igor Vasiljevic Vitor Campagnolo Guizilini Rares Ambrus Adrien Gaidon Gregory Shakhnarovich Matthew R. Walter 19 5 0 22 May 2023
Fast Monocular Scene Reconstruction with Global-Sparse Local-Dense Grids W. Dong Chris Choy Charles T. Loop Or Litany Yuke Zhu Anima Anandkumar 47 6 0 22 May 2023
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations Nikolaos Tsagkas Oisin Mac Aodha Chris Xiaoxuan Lu VLM 22 25 0 21 May 2023
A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields Minh-Thanh Bui D. Ngo Demin Lu Zonghua Zhang AI4TS 17 0 0 11 May 2023
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions Diego Di Carlo Aditya Arie Nugraha Mathieu Fontaine Yoshiaki Bando Kazuyoshi Yoshii LLMSV 19 0 0 08 May 2023
Data-Free Learning of Reduced-Order Kinematics Nicholas Sharp Cristian Romero Alec Jacobson E. Vouga P. Kry David I. W. Levin Justin Solomon AI4CE 25 18 0 05 May 2023
NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads Tobias Kirschstein Shenhan Qian Simon Giebenhain Tim Walter Matthias Nießner 3DH 25 87 0 04 May 2023
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 65 62 0 03 May 2023
An Exploration of Conditioning Methods in Graph Neural Networks Yeskendir Koishekenov Erik J. Bekkers AI4CE 35 3 0 03 May 2023
Neural LiDAR Fields for Novel View Synthesis S. Huang Zan Gojcic Zian Wang Francis Williams Yoni Kasten Sanja Fidler Konrad Schindler Or Litany 72 46 0 02 May 2023
A Survey of Methods for Converting Unstructured Data to CSG Models Pierre-Alain Fayolle Markus Friedrich 3DPC 3DV 18 9 0 02 May 2023
Learning Locally Editable Virtual Humans Hsuan-I Ho Lixin Xue Jie Song Otmar Hilliges 3DH 46 35 0 28 Apr 2023
Patch-based 3D Natural Scene Generation from a Single Example Weiyu Li Xuelin Chen Jue Wang Baoquan Chen 3DV 27 12 0 25 Apr 2023
Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting Ruichen Zheng Peng Li Haoqian Wang Tao Yu 3DH 76 14 0 24 Apr 2023
AutoNeRF: Training Implicit Scene Representations with Autonomous Agents Pierre Marza L. Matignon Olivier Simonin Dhruv Batra Christian Wolf Devendra Singh Chaplot OffRL 27 10 0 21 Apr 2023
Neurosymbolic Models for Computer Graphics Daniel E. Ritchie Paul Guerrero R. K. Jones Niloy J. Mitra Adriana Schulz Karl D. D. Willis Jiajun Wu 3DV 23 31 0 20 Apr 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 19 17 0 18 Apr 2023
Learning to Render Novel Views from Wide-Baseline Stereo Pairs Yilun Du Cameron Smith A. Tewari Vincent Sitzmann 3DV 20 67 0 17 Apr 2023
Representing Volumetric Videos as Dynamic MLP Maps Sida Peng Yunzhi Yan Qing Shuai Hujun Bao Xiaowei Zhou 44 55 0 13 Apr 2023
NeRD: Neural field-based Demosaicking Tomás Kerepecký F. Šroubek Adam Novozámský J. Flusser 24 1 0 13 Apr 2023
Capturing dynamical correlations using implicit neural representations Sathya R. Chitturi Zhurun Ji A. Petsch Cheng Peng Zhantao Chen ... S. Hayden Daniel Ratner Chunjing Jia Y. Nashed Joshua J. Turner 11 12 0 08 Apr 2023
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes A. Patil Supriya Gadi Patil Manyi Li Matthew Fisher Manolis Savva Haotong Zhang 3DV 30 17 0 06 Apr 2023
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Ambrus Sergey Zakharov Vincent Sitzmann Adrien Gaidon MDE 30 4 0 06 Apr 2023
Neural Field Convolutions by Repeated Differentiation Ntumba Elie Nsampi Adarsh Djeacoumar Hans-Peter Seidel Tobias Ritschel Thomas Leimkuhler 16 6 0 04 Apr 2023
$$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States$ $\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States Sam Bond-Taylor Chris G. Willcocks 32 15 0 31 Mar 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 19 41 0 30 Mar 2023
CN-DHF: Compact Neural Double Height-Field Representations of 3D Shapes Eric Hedlin Jinfan Yang Nicholas Vining K. M. Yi Alla Sheffer 11 0 0 29 Mar 2023
CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects Nick Heppert Muhammad Zubair Irshad Sergey Zakharov Katherine Liu Rares Ambrus Jeannette Bohg Abhinav Valada Thomas Kollar 14 33 0 28 Mar 2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis Hongyi Xu Guoxian Song Zihang Jiang Jianfeng Zhang Yichun Shi Jing Liu Wan-Chun Ma Jiashi Feng Linjie Luo 40 27 0 27 Mar 2023
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision Jiahui Lei Congyue Deng Karl Schmeckpeper Leonidas J. Guibas Kostas Daniilidis 3DPC 24 21 0 27 Mar 2023
NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation Zehan Zheng Danni Wu Ruisi Lu Fan Lu Guang-Sheng Chen Changjun Jiang 3DPC 3DV 21 12 0 27 Mar 2023
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering Zong-Han Li Qian Zheng Boxin Shi Gang Pan Xudong Jiang 22 10 0 27 Mar 2023
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Anil Armagan Slobodan Ilic A. Leonardis Nassir Navab Benjamin Busam 3DH 3DV 27 11 0 26 Mar 2023