Neural Unsigned Distance Fields for Implicit Function Learning

26 October 2020

Papers citing "Neural Unsigned Distance Fields for Implicit Function Learning"

43 / 243 papers shown

Title
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation Paritosh Mittal Y. Cheng Maneesh Singh Shubham Tulsiani 183 244 0 17 Mar 2022
Neural Part Priors: Learning to Optimize Part-Based Object Completion in RGB-D Scans Alexey Bokhovkin Angela Dai 3DPC 118 6 0 17 Mar 2022
Unsigned Distance Field as an Accurate 3D Scene Representation for Neural Scene Completion Jean Pierre Richa Jean-Emmanuel Deschaud Franccois Goulette Nicolas Dalmasso 97 1 0 17 Mar 2022
Deep Surface Reconstruction from Point Clouds with Visibility Information Raphael Sulzer Loic Landrieu Alexandre Boulch Renaud Marlet Bruno Vallet 3DV 3DPC 89 9 0 03 Feb 2022
SPAMs: Structured Implicit Parametric Models Pablo Rodríguez Palafox N. Sarafianos Tony Tung Angela Dai 128 31 0 20 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 171 138 0 05 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 205 68 0 03 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 209 361 0 21 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 72 24 0 10 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction Nilesh Kulkarni Justin Johnson David Fouhey 3DV 100 7 0 08 Dec 2021
Hierarchical Neural Implicit Pose Network for Animation and Motion Retargeting Sourav Biswas K. Yin Maria Shugrina Sanja Fidler S. Khamis 3DH 95 6 0 02 Dec 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 144 21 0 30 Nov 2021
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies Sandro Lombardi Bangbang Yang Tianxing Fan Hujun Bao Guofeng Zhang Marc Pollefeys Zhaopeng Cui 3DH 73 10 0 30 Nov 2021
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks Benoît Guillard Federico Stella Pascal Fua 194 94 0 29 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Forrest Iandola Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 478 674 0 22 Nov 2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 81 22 0 17 Nov 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen Jun Gao K. Yin Xuan Li Sanja Fidler 3DV 203 517 0 08 Nov 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 77 16 0 22 Oct 2021
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping S. Lionar L. Schmid Cesar Cadena Roland Siegwart Andrei Cramariuc 95 19 0 18 Oct 2021
From SLAM to Situational Awareness: Challenges and Survey Hriday Bavle Jose Luis Sanchez-Lopez Claudio Cimarelli E. Schmidt H. Voos 283 41 0 01 Oct 2021
The Power of Points for Modeling Humans in Clothing Qianli Ma Jinlong Yang Siyu Tang Michael J. Black 3DH 149 108 0 02 Sep 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 118 124 0 24 Aug 2021
Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields Matan Atzmon David Novotny Andrea Vedaldi Y. Lipman AI4CE 75 20 0 19 Aug 2021
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing Garvita Tiwari N. Sarafianos Tony Tung Gerard Pons-Moll 3DH AI4CE 143 123 0 19 Aug 2021
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction Fang Zhao Wenhao Wang Tianran Ouyang Ling Shao 3DH 144 52 0 19 Aug 2021
SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery Aggelina Chatziagapi ShahRukh Athar Francesc Moreno-Noguer Dimitris Samaras 3DH 106 10 0 11 Aug 2021
DeepMesh: Differentiable Iso-Surface Extraction Benoît Guillard Edoardo Remelli Artem Lukoianov Stephan R. Richter Timur M. Bagautdinov Pierre Baqué Pascal Fua AI4CE 105 21 0 20 Jun 2021
Deep Implicit Surface Point Prediction Networks R. Venkatesh Tejan Karmali Sarthak Sharma Aurobrata Ghosh R. Venkatesh Babu László A. Jeni M. Singh 3DPC 3DV 107 49 0 10 Jun 2021
Deep Medial Fields Daniel Rebain Ke Li Vincent Sitzmann S. Yazdani K. M. Yi Andrea Tagliasacchi 62 19 0 07 Jun 2021
Signed Distance Function Computation from an Implicit Surface Pierre-Alain Fayolle 48 4 0 16 Apr 2021
Geometry encoding for numerical simulations Amir Maleki J. Heyse Rishikesh Ranade Haiyang He Priya Kasimbeg Jay Pathak 3DV AI4CE 103 2 0 15 Apr 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Forrest Iandola Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 121 99 0 15 Apr 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes Julian Chibane Aayush Bansal Verica Lazova Gerard Pons-Moll 150 257 0 14 Apr 2021
LEAP: Learning Articulated Occupancy of People Marko Mihajlovic Yan Zhang Michael J. Black Siyu Tang 3DH 114 133 0 14 Apr 2021
GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion Cheng Chi Shuran Song 3DH 106 69 0 12 Apr 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation Abol Basher M. Sarmad Jani Boutellier 3DV 108 13 0 26 Mar 2021
iMAP: Implicit Mapping and Positioning in Real-Time Edgar Sucar Shikun Liu Joseph Ortiz Andrew J. Davison 3DH 213 687 0 23 Mar 2021
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 263 1,561 0 27 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 143 177 0 26 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 301 990 0 24 Nov 2020
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 225 140 0 23 Oct 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 261 517 0 03 Mar 2020
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 239 534 0 23 Nov 2019