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Neural Vector Fields for Implicit Surface Representation and Inference

13 April 2022

Luc Van Gool

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Papers citing "Neural Vector Fields for Implicit Surface Representation and Inference"

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Title
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 99 128 0 19 Sep 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 65 23 0 12 Aug 2022
Neural Density-Distance Fields Itsuki Ueda Yoshihiro Fukuhara Hirokatsu Kataoka Hiroaki Aizawa Hidehiko Shishido I. Kitahara 54 15 0 29 Jul 2022
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution Zeyuan Chen Yinbo Chen Jingwen Liu Xingqian Xu Vidit Goel Zhangyang Wang Humphrey Shi Xiaolong Wang SupR 103 110 0 09 Jun 2022
Neural 3D Scene Reconstruction with the Manhattan-world Assumption Haoyu Guo Sida Peng Haotong Lin Qianqian Wang Guofeng Zhang Hujun Bao Xiaowei Zhou 3DV 92 663 0 05 May 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 84 61 0 14 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 75 57 0 30 Mar 2022
Zero Pixel Directional Boundary by Vector Transform Edoardo Mello Rella Ajad Chhatkuli Yun-Hai Liu E. Konukoglu Luc Van Gool 31 2 0 16 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 336 4,045 0 16 Jan 2022
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 106 354 0 21 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 103 311 0 16 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 277 1,662 0 09 Dec 2021
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks Benoît Guillard Federico Stella Pascal Fua 58 87 0 29 Nov 2021
Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction Christian Sommer Lu Sang David Schubert Daniel Cremers 3DV 37 23 0 26 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 128 1,079 0 22 Nov 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds N. Rozen Aditya Grover Maximilian Nickel Y. Lipman DRL AI4CE 75 60 0 18 Aug 2021
Volume Rendering of Neural Implicit Surfaces Lior Yariv Jiatao Gu Yoni Kasten Y. Lipman 3DV 98 1,047 0 22 Jun 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 76 67 0 21 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 164 294 0 04 Jun 2021
COIN: COmpression with Implicit Neural representations Emilien Dupont Adam Goliñski Milad Alizadeh Yee Whye Teh Arnaud Doucet 76 226 0 03 Mar 2021
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 87 679 0 16 Dec 2020
Spatially-Adaptive Pixelwise Networks for Fast Image Translation Tamar Rott Shaham Michael Gharbi Richard Y. Zhang Eli Shechtman T. Michaeli 54 77 0 05 Dec 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 57 117 0 30 Nov 2020
Image Generators with Conditionally-Independent Pixel Synthesis Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 73 158 0 27 Nov 2020
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces R. Venkatesh Sarthak Sharma Aurobrata Ghosh László A. Jeni M. Singh 42 24 0 04 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 84 329 0 26 Oct 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 269 1,276 0 22 Jul 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 124 2,440 0 18 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 165 2,571 0 17 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 113 143 0 09 Jun 2020
Planar Prior Assisted PatchMatch Multi-View Stereo Qingshan Xu Wenbing Tao 3DV 108 130 0 26 Dec 2019
Neural Cages for Detail-Preserving 3D Deformations Yifan Wang Noam Aigerman Vladimir G. Kim S. Chaudhuri O. Sorkine-Hornung 3DH 108 141 0 13 Dec 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 140 513 0 23 Nov 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 58 255 0 12 Sep 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 55 399 0 19 Aug 2019
Smooth Shells: Multi-Scale Shape Registration with Functional Maps Marvin Eisenberger Zorah Lähner Daniel Cremers 59 96 0 29 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 153 1,259 0 13 May 2019
TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo Andrea Romanoni Matteo Matteucci 3DV 60 86 0 26 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,704 0 16 Jan 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 67 155 0 28 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 251 2,906 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 150 1,638 0 06 Dec 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 180 329 0 13 Jun 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 144 1,184 0 15 Feb 2018
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 93 421 0 08 Nov 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 68 529 0 17 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 43 396 0 05 Aug 2017
Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany Tal Remez Emanuele Rodolà A. Bronstein M. Bronstein 3DPC 149 288 0 27 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 91 560 0 20 Apr 2017
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 86 1,718 0 02 Apr 2016