Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
Viewpoint Equivariance for Multi-View 3D Object Detection Di Chen J. Li Vitor Campagnolo Guizilini Rares Ambrus Adrien Gaidon 3DPC 24 13 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 64 76 0 23 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models Jianglong Ye Naiyan Wang X. Wang DiffM 40 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 30 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 19 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 31 2 0 15 Mar 2023
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization Jiawei Yang Marco Pavone Yue Wang 118 267 0 13 Mar 2023
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification Xuan Li Yi-Ling Qiao Peter Yichen Chen Krishna Murthy Jatavallabhula Ming Lin Chenfanfu Jiang Chuang Gan 84 73 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 19 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 34 32 0 06 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 37 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 25 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 20 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 25 7 0 20 Feb 2023
PersonNeRF: Personalized Reconstruction from Photo Collections Chung-Yi Weng Pratul P. Srinivasan Brian L. Curless Ira Kemelmacher-Shlizerman 3DH 23 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 21 46 0 10 Feb 2023
MEGANE: Morphable Eyeglass and Avatar Network Junxuan Li Shunsuke Saito Tomas Simon Stephen Lombardi Hongdong Li Jason M. Saragih 24 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 J. Belongie 41 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 39 608 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 10 148 0 07 Feb 2023
Noncommutative $C^$ -algebra Net: Learning Neural Networks with Powerful Product Structure in $C^$ -algebra Ryuichiro Hataya Yuka Hashimoto 36 4 0 26 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation Leonard Bruns Patric Jensfelt 43 8 0 19 Jan 2023
Benchmarking Robustness in Neural Radiance Fields Chen Wang Angtian Wang Junbo Li Alan Yuille Cihang Xie 32 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 27 120 0 05 Jan 2023
A Probabilistic Framework for Visual Localization in Ambiguous Scenes Fereidoon Zangeneh Leonard Bruns A. Dekel Alessandro Pieropan Patric Jensfelt 13 9 0 05 Jan 2023
Neural Point Catacaustics for Novel-View Synthesis of Reflections Georgios Kopanas Thomas Leimkuhler G. Rainer Clément Jambon G. Drettakis 17 83 0 03 Jan 2023
Interactive Segmentation of Radiance Fields Rahul Goel Dhawal Sirikonda Saurabh Saini P. J. Narayanan 26 49 0 27 Dec 2022
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos J. Lee Daniel Rho J. Ko Eunbyung Park 22 43 0 23 Dec 2022
3D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions Dale Decatur Itai Lang Rana Hanocka 20 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 25 10 0 16 Dec 2022
PhoMoH: Implicit Photorealistic 3D Models of Human Heads M. Zanfir Thiemo Alldieck C. Sminchisescu 3DH 19 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 22 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 21 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 11 4 0 08 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 43 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 36 6 0 05 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 13 27 0 04 Dec 2022
Surface Normal Clustering for Implicit Representation of Manhattan Scenes Nikola Popovic D. Paudel Luc Van Gool 21 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 42 232 0 30 Nov 2022
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong H. Fu Yanwu Xu 22 0 0 29 Nov 2022
FastHuman: Reconstructing High-Quality Clothed Human in Minutes Lixiang Lin Songyou Peng Qi-Xian Gan Jianke Zhu 3DH 16 3 0 26 Nov 2022
Neural Poisson: Indicator Functions for Neural Fields Angela Dai Matthias Nießner 16 7 0 25 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 27 15 0 25 Nov 2022
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision Jingwang Ling Zhibo Wang F. Xu 24 18 0 25 Nov 2022
OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields Haim Sawdayee A. Vaxman Amit H. Bermano 26 6 0 23 Nov 2022
Dynamic Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images Beerend G. A. Gerats J. Wolterink I. A. Broeders MedIm 15 7 0 22 Nov 2022
Multi-View Neural Surface Reconstruction with Structured Light Chunyu Li Taisuke Hashimoto Eiichi Matsumoto Hiroharu Kato 3DV 18 5 0 22 Nov 2022