Learning Shape Templates with Structured Implicit Functions

12 April 2019

William T. Freeman

Papers citing "Learning Shape Templates with Structured Implicit Functions"

30 / 280 papers shown

Title
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 33 247 0 17 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 47 2,489 0 17 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 24 143 0 09 Jun 2020
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation Oladapo Afolabi An Yang S. Shankar Sastry 10 3 0 20 Apr 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 53 46 0 19 Apr 2020
Deep Manifold Prior Matheus Gadelha Rui Wang Subhransu Maji 3DPC AI4CE 17 16 0 08 Apr 2020
Learning Generative Models of Shape Handles Matheus Gadelha Giorgio Gori Duygu Ceylan R. Měch N. Carr T. Boubekeur Rui Wang Subhransu Maji 3DH 3DV 22 33 0 06 Apr 2020
DualSDF: Semantic Shape Manipulation using a Two-Level Representation Jinwei Gu Hadar Averbuch-Elor Noah Snavely Serge J. Belongie 3DPC 27 112 0 06 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 34 107 0 02 Apr 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 25 14 0 28 Mar 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 29 462 0 24 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 240 558 0 19 Mar 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions Kaichun Mo He Wang Xinchen Yan Leonidas J. Guibas 3DPC 31 40 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 232 974 0 10 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 55 492 0 03 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 17 54 0 28 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 40 100 0 19 Feb 2020
Learning to Generate Dense Point Clouds with Textures on Multiple Categories T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 26 12 0 22 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 22 984 0 16 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 28 48 0 12 Dec 2019
VoronoiNet: General Functional Approximators with Local Support Francis Williams Daniele Panozzo K. M. Yi Andrea Tagliasacchi 24 15 0 08 Dec 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 14 163 0 25 Nov 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 34 503 0 23 Nov 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 29 309 0 16 Nov 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 39 252 0 12 Sep 2019
Learning elementary structures for 3D shape generation and matching Theo Deprelle Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 18 187 0 13 Aug 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 23 18 0 28 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 77 1,267 0 04 Jun 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 22 54 0 18 Apr 2019
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 189 1,942 0 24 Oct 2016