Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 471 papers shown

Title
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 35 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 29 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 30 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 35 11 0 26 Mar 2023
Viewpoint Equivariance for Multi-View 3D Object Detection Di Chen Jiyang Li Vitor Campagnolo Guizilini Rares Ambrus Adrien Gaidon 3DPC 32 14 0 25 Mar 2023
$PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360$^{\circ}$$ PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 $^{\circ}$ Sizhe An Hongyi Xu Yichun Shi Guoxian Song Ümit Y. Ogras Linjie Luo 3DH 69 76 0 23 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models Jianglong Ye Naiyan Wang Xinyu Wang DiffM 50 41 0 22 Mar 2023
PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision Konstantinos Tertikas Pascalidou Despoina Boxiao Pan Jeong Joon Park Mikaela Angelina Uy Ioannis Emiris Yannis Avrithis Leonidas J. Guibas 38 28 0 16 Mar 2023
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes Marie-Julie Rakotosaona Fabian Manhardt Diego Martin Arroyo Michael Niemeyer Abhijit Kundu F. Tombari AI4CE 27 62 0 16 Mar 2023
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos Rohit Jena Pratik Chaudhari James C. Gee Ganesh Iyer Siddharth Choudhary Brandon M. Smith 3DH 39 2 0 15 Mar 2023
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization Jiawei Yang Marco Pavone Yue Wang 121 268 0 13 Mar 2023
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification Xuan Li Yi-Ling Qiao Julius Berner Krishna Murthy Jatavallabhula Ming Lin Chenfanfu Jiang Chuang Gan 92 75 0 09 Mar 2023
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation Arthur Moreau Nathan Piasco Moussâb Bennehar D. Tsishkou B. Stanciulescu A. de La Fortelle 32 33 0 08 Mar 2023
CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding Jingyu Liu Wenhan Xiong Ian Jones Yixin Nie Anchit Gupta Barlas Ouguz 3DV 53 14 0 07 Mar 2023
Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features Yuqi Zhang Guanying Chen Shuguang Cui 44 32 0 06 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 45 2 0 06 Mar 2023
Semantic Attention Flow Fields for Monocular Dynamic Scene Decomposition Yiqing Liang Eliot Laidlaw Alexander Meyerowitz Srinath Sridhar James Tompkin VOS 30 13 0 02 Mar 2023
Implicit Neural Representations for Modeling of Abdominal Aortic Aneurysm Progression Dieuwertje Alblas Marie‐Claude Hofman Christoph Brune K. K. Yeung J. Wolterink MedIm AI4CE 28 4 0 02 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 22 25 0 01 Mar 2023
Variational Autoencoding Neural Operators Jacob H. Seidman Georgios Kissas George J. Pappas P. Perdikaris DRL AI4CE 27 7 0 20 Feb 2023
PersonNeRF: Personalized Reconstruction from Photo Collections Chung-Yi Weng Pratul P. Srinivasan Brian L. Curless Ira Kemelmacher-Shlizerman 3DH 31 16 0 16 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
MEGANE: Morphable Eyeglass and Avatar Network Junxuan Li Shunsuke Saito Tomas Simon Stephen Lombardi Hongdong Li Jason M. Saragih 29 16 0 09 Feb 2023
Polynomial Neural Fields for Subband Decomposition and Manipulation Guandao Yang Sagie Benaim Varun Jampani Kyle Genova Jonathan T. Barron Thomas Funkhouser Bharath Hariharan Serge Belongie 49 20 0 09 Feb 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development Matthew Tancik Ethan Weber Evonne Ng Ruilong Li Brent Yi ... Jake Austin Kamyar Salahi Abhik Ahuja David McAllister Angjoo Kanazawa 66 610 0 08 Feb 2023
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM Zihan Zhu Songyou Peng Viktor Larsson Zhaopeng Cui Martin R. Oswald Andreas Geiger Marc Pollefeys 3DGS 26 149 0 07 Feb 2023
Noncommutative $C^$ -algebra Net: Learning Neural Networks with Powerful Product Structure in $C^$ -algebra Ryuichiro Hataya Yuka Hashimoto 47 4 0 26 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 58 8 0 19 Jan 2023
Benchmarking Robustness in Neural Radiance Fields Chen Wang Angtian Wang Junbo Li Alan Yuille Cihang Xie 55 11 0 10 Jan 2023
HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling Benjamin Attal Jia-Bin Huang Christian Richardt Michael Zollhoefer Johannes Kopf Matthew O'Toole Changil Kim 3DH 38 122 0 05 Jan 2023
A Probabilistic Framework for Visual Localization in Ambiguous Scenes Fereidoon Zangeneh Leonard Bruns A. Dekel Alessandro Pieropan Patric Jensfelt 23 9 0 05 Jan 2023
Neural Point Catacaustics for Novel-View Synthesis of Reflections Georgios Kopanas Thomas Leimkuhler G. Rainer Clément Jambon G. Drettakis 24 84 0 03 Jan 2023
Interactive Segmentation of Radiance Fields Rahul Goel Dhawal Sirikonda Saurabh Saini P. J. Narayanan 26 50 0 27 Dec 2022
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos J. Lee Daniel Rho J. Ko Eunbyung Park 27 43 0 23 Dec 2022
3D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions Dale Decatur Itai Lang Rana Hanocka 29 25 0 21 Dec 2022
ARO-Net: Learning Implicit Fields from Anchored Radial Observations Yizhi Wang Zeyu Huang Ariel Shamir Hui Huang Hao Zhang Ruizhen Hu 20 2 0 19 Dec 2022
MEIL-NeRF: Memory-Efficient Incremental Learning of Neural Radiance Fields Jaeyoung Chung Kang-Ho Lee Sungyong Baik Kyoung Mu Lee CLL 30 10 0 16 Dec 2022
PhoMoH: Implicit Photorealistic 3D Models of Human Heads M. Zanfir Thiemo Alldieck C. Sminchisescu 3DH 27 5 0 14 Dec 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes Sergey Zakharov Rares Ambrus Katherine Liu Adrien Gaidon 3DV 24 4 0 12 Dec 2022
MIRA: Mental Imagery for Robotic Affordances Lin Yen-Chen Pete Florence Andy Zeng Jonathan T. Barron Yilun Du Wei-Chiu Ma Anthony Simeonov Alberto Rodriguez Garcia Phillip Isola LM&Ro 34 33 0 12 Dec 2022
Neural Structure Fields with Application to Crystal Structure Autoencoders Naoya Chiba Yuta Suzuki Tatsunori Taniai Ryo Igarashi Yoshitaka Ushiku Kotaro Saito K. Ono 29 4 0 08 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 50 43 0 05 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 43 6 0 05 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 15 27 0 04 Dec 2022
Surface Normal Clustering for Implicit Representation of Manhattan Scenes Nikola Popovic D. Paudel Luc Van Gool 29 1 0 02 Dec 2022
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 61 232 0 30 Nov 2022
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong Huazhu Fu Yanwu Xu 30 0 0 29 Nov 2022
FastHuman: Reconstructing High-Quality Clothed Human in Minutes Lixiang Lin Songyou Peng Qi-Xian Gan Jianke Zhu 3DH 24 3 0 26 Nov 2022
Neural Poisson: Indicator Functions for Neural Fields Angela Dai Matthias Nießner 29 7 0 25 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 35 15 0 25 Nov 2022