Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 471 papers shown

Title
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds Weiwei Sun Daniel Rebain Renjie Liao V. Tankovich S. Yazdani K. M. Yi Andrea Tagliasacchi 3DPC 18 13 0 20 Jul 2022
Streamable Neural Fields Junwoo Cho Seungtae Nam Daniel Rho J. Ko Eunbyung Park AI4TS 40 17 0 20 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 34 70 0 17 Jul 2022
3D Concept Grounding on Neural Fields Yining Hong Yilun Du Chun-Tse Lin J. Tenenbaum Chuang Gan 29 19 0 13 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 44 106 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 35 2 0 23 Jun 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 37 128 0 15 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 32 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 18 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 33 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 Julius Berner Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 25 40 0 06 Jun 2022
Reinforcement Learning with Neural Radiance Fields Danny Driess Ingmar Schubert Peter R. Florence Yunzhu Li Marc Toussaint AI4CE 49 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 23 449 0 01 Jun 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 187 329 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 52 260 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 22 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 25 10 0 05 May 2022
Implicit Object Mapping With Noisy Data Jad Abou-Chakra Feras Dayoub Niko Sünderhauf 30 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 34 16 0 21 Apr 2022
A Level Set Theory for Neural Implicit Evolution under Explicit Flows Ishit Mehta Manmohan Chandraker R. Ramamoorthi AI4CE 30 47 0 14 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 27 58 0 13 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 41 54 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 26 3 0 25 Mar 2022
PANDORA: Polarization-Aided Neural Decomposition Of Radiance Akshat Dave Yongyi Zhao Ashok Veeraraghavan 18 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 14 55 0 18 Mar 2022
Intrinsic Neural Fields: Learning Functions on Manifolds Lukas Koestler Daniel Grittner Michael Moeller Daniel Cremers Zorah Lähner 28 22 0 15 Mar 2022
Implicit field supervision for robust non-rigid shape matching Ramanathan Sundararaman Gautam Pai M. Ovsjanikov 18 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 22 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 119 85 0 24 Feb 2022
Learning Smooth Neural Functions via Lipschitz Regularization Hsueh-Ti Derek Liu Francis Williams Alec Jacobson Sanja Fidler Or Litany 27 96 0 16 Feb 2022
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis Nicholas Sharp Alec Jacobson 42 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 26 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 24 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 76 114 0 25 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 32 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 27 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 36 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 11 239 0 09 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 226 353 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 37 123 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 171 230 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 36 11 0 29 Sep 2021
Layered Neural Atlases for Consistent Video Editing Yoni Kasten Dolev Ofri-Amar Oliver Wang Tali Dekel VGen 200 160 0 23 Sep 2021
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering Youngjoon Kwon Dahun Kim Duygu Ceylan Henry Fuchs 3DH 113 162 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 70 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 48 211 0 16 Jul 2021