Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 42 106 0 28 Jun 2022
UNeRF: Time and Memory Conscious U-Shaped Network for Training Neural Radiance Fields Abiramy Kuganesan Shih-Yang Su James J. Little Helge Rhodin 27 2 0 23 Jun 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 30 128 0 15 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 19 7 0 12 Jun 2022
Differentiable Rendering of Neural SDFs through Reparameterization Sai Praveen Bangaru Michael Gharbi Tzu-Mao Li Fujun Luan Kalyan Sunkavalli Miloš Hašan Sai Bi Zexiang Xu Gilbert Bernstein F. Durand 13 40 0 10 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 18 13 0 07 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 25 12 0 07 Jun 2022
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Peter Yichen Chen Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 23 40 0 06 Jun 2022
Reinforcement Learning with Neural Radiance Fields Danny Driess Ingmar Schubert Peter R. Florence Yunzhu Li Marc Toussaint AI4CE 41 51 0 03 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 13 447 0 01 Jun 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 175 328 0 31 May 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling Biao Zhang Matthias Nießner Peter Wonka 3DV 30 87 0 27 May 2022
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation Abhijit Kundu Kyle Genova Xiaoqi Yin Alireza Fathi C. Pantofaru Leonidas J. Guibas Andrea Tagliasacchi F. Dellaert Thomas Funkhouser 36 258 0 09 May 2022
Unsupervised Discovery and Composition of Object Light Fields Cameron Smith Hong-Xing Yu Sergey Zakharov F. Durand J. Tenenbaum Jiajun Wu Vincent Sitzmann OCL 16 29 0 08 May 2022
ImPosing: Implicit Pose Encoding for Efficient Visual Localization Arthur Moreau Thomas Gilles Nathan Piasco D. Tsishkou B. Stanciulescu A. de La Fortelle SSL 17 10 0 05 May 2022
Implicit Object Mapping With Noisy Data Jad Abou-Chakra Feras Dayoub Niko Sünderhauf 16 0 0 22 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 27 16 0 21 Apr 2022
A Level Set Theory for Neural Implicit Evolution under Explicit Flows Ishit Mehta Manmohan Chandraker R. Ramamoorthi AI4CE 22 47 0 14 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 19 58 0 13 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 28 53 0 30 Mar 2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling Ziqian Bai Timur M. Bagautdinov Javier Romero Michael Zollhöfer Ping Tan Shunsuke Saito 3DH 24 3 0 25 Mar 2022
PANDORA: Polarization-Aided Neural Decomposition Of Radiance Akshat Dave Yongyi Zhao Ashok Veeraraghavan 11 43 0 25 Mar 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 12 55 0 18 Mar 2022
Intrinsic Neural Fields: Learning Functions on Manifolds Lukas Koestler Daniel Grittner Michael Moeller Daniel Cremers Zorah Lähner 15 22 0 15 Mar 2022
Implicit field supervision for robust non-rigid shape matching Ramanathan Sundararaman Gautam Pai M. Ovsjanikov 13 17 0 15 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 20 21 0 25 Feb 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields Danny Driess Zhiao Huang Yunzhu Li Russ Tedrake Marc Toussaint OCL AI4CE 116 85 0 24 Feb 2022
Learning Smooth Neural Functions via Lipschitz Regularization Hsueh-Ti Derek Liu Francis Williams Alec Jacobson Sanja Fidler Or Litany 8 96 0 16 Feb 2022
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis Nicholas Sharp Alec Jacobson 29 26 0 05 Feb 2022
Neural Collision Detection for Deformable Objects Ryan S. Zesch Bethany R. Witemeyer Ziyan Xiong David I. W. Levin Shinjiro Sueda 3DH 20 6 0 04 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 16 4 0 31 Jan 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 61 112 0 25 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 25 21 0 12 Jan 2022
Free-Viewpoint RGB-D Human Performance Capture and Rendering Phong H. Nguyen N. Sarafianos Christoph Lassner J. Heikkilä Tony Tung 3DH 19 12 0 27 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 24 48 0 27 Dec 2021
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 11 238 0 09 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 185 350 0 06 Dec 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 33 123 0 25 Nov 2021
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 153 229 0 01 Oct 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 25 11 0 29 Sep 2021
Layered Neural Atlases for Consistent Video Editing Yoni Kasten Dolev Ofri-Amar Oliver Wang Tali Dekel VGen 194 160 0 23 Sep 2021
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering Youngjoon Kwon Dahun Kim Duygu Ceylan Henry Fuchs 3DH 105 161 0 15 Sep 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 62 50 0 12 Sep 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 38 14 0 09 Sep 2021
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations Benjamin Moseley Andrew Markham T. Nissen‐Meyer PINN 42 209 0 16 Jul 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 38 287 0 04 Jun 2021
3D Scene Compression through Entropy Penalized Neural Representation Functions Thomas Bird Johannes Ballé Saurabh Singh P. Chou 33 30 0 26 Apr 2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks Congyue Deng Or Litany Yueqi Duan A. Poulenard Andrea Tagliasacchi Leonidas J. Guibas 3DPC 108 315 0 25 Apr 2021
Parallel Physics-Informed Neural Networks via Domain Decomposition K. Shukla Ameya Dilip Jagtap George Karniadakis PINN 101 274 0 20 Apr 2021