ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators

21 August 2021

Papers citing "ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators"

50 / 50 papers shown

Title
Geometry in Style: 3D Stylization via Surface Normal Deformation Nam Anh Dinh Itai Lang Hyunwoo Kim Oded Stein Rana Hanocka 3DH 80 0 0 29 Mar 2025
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts Jiaxin Lu Yongqing Liang Huijun Han Jiacheng Hua Junfeng Jiang Xin Li Qixing Huang 3DV 84 2 0 18 Oct 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization M. R. Uddin Min Xu 82 0 0 27 May 2024
Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li Sifei Liu Shalini De Mello Kihwan Kim Xinyu Wang Ming-Hsuan Yang Jan Kautz 3DH 132 57 0 06 Dec 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 61 115 0 24 Aug 2020
Unsupervised Shape and Pose Disentanglement for 3D Meshes Keyang Zhou Bharat Lal Bhatnagar Gerard Pons-Moll 3DH DRL 37 78 0 22 Jul 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels Yi Zhou Chenglei Wu Zimo Li Chen Cao Yuting Ye Jason M. Saragih Hao Li Yaser Sheikh 49 75 0 08 Jun 2020
Intrinsic Point Cloud Interpolation via Dual Latent Space Navigation Marie-Julie Rakotosaona M. Ovsjanikov 3DPC 33 14 0 03 Apr 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 59 73 0 27 Mar 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 67 221 0 18 Mar 2020
Neural Cages for Detail-Preserving 3D Deformations Yifan Wang Noam Aigerman Vladimir G. Kim S. Chaudhuri O. Sorkine-Hornung 3DH 97 140 0 13 Dec 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 49 55 0 18 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 64 197 0 13 Aug 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 97 666 0 28 Jun 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects E. Tretschk A. Tewari Michael Zollhöfer Vladislav Golyanik Christian Theobalt AI4CE 3DV 56 42 0 24 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein Stefanos Zafeiriou MedIm 3DH 62 165 0 08 May 2019
Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data Amir Zadeh Y. Lim Paul Pu Liang Louis-Philippe Morency DRL 36 16 0 03 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 118 3,677 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 234 2,892 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 121 1,628 0 06 Dec 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 76 211 0 13 Oct 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations Zaiwei Zhang Zhenpei Yang Chongyang Ma Linjie Luo Alexander G. Huth E. Vouga Qi-Xing Huang GAN 3DPC 54 128 0 06 Aug 2018
Structure-Aware Shape Synthesis Elena Balashova Vivek Singh Jiangping Wang Brian Teixeira Terrence Chen Thomas Funkhouser 71 21 0 04 Aug 2018
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 62 573 0 26 Jul 2018
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 149 328 0 13 Jun 2018
Multi-chart Generative Surface Modeling Heli Ben-Hamu Haggai Maron Itay Kezurer G. Avineri Y. Lipman MedIm 70 75 0 06 Jun 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 111 1,327 0 05 Apr 2018
3D Interpreter Networks for Viewer-Centered Wireframe Modeling Jiajun Wu Tianfan Xue Joseph J Lim Yuandong Tian J. Tenenbaum Antonio Torralba William T. Freeman 3DV 58 27 0 03 Apr 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 126 1,182 0 15 Feb 2018
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 129 901 0 30 Jan 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 62 190 0 22 Dec 2017
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 200 1,791 0 18 Dec 2017
3D Object Classification via Spherical Projections Zhangjie Cao Qi-Xing Huang K. Ramani 3DPC 60 67 0 12 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 71 223 0 01 Dec 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,044 0 20 Nov 2017
Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan Lin Gao Yu-kun Lai Shi-hong Xia AI4CE 61 198 0 13 Sep 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 44 209 0 04 Aug 2017
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks Z. Lun Matheus Gadelha E. Kalogerakis Subhransu Maji Rui Wang 3DV 3DPC 49 186 0 20 Jul 2017
Geometry of Optimization and Implicit Regularization in Deep Learning Behnam Neyshabur Ryota Tomioka Ruslan Salakhutdinov Nathan Srebro AI4CE 63 133 0 08 May 2017
GRASS: Generative Recursive Autoencoders for Shape Structures Jun Li Kai Xu S. Chaudhuri Ersin Yumer Hao Zhang Leonidas Guibas 3DV 103 184 0 05 May 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 70 741 0 28 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 54 179 0 12 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 56 286 0 08 Mar 2017
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 82 359 0 01 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 76 606 0 01 Dec 2016
3D Menagerie: Modeling the 3D shape and pose of animals Silvia Zuffi Angjoo Kanazawa David Jacobs Michael J. Black 3DH 79 385 0 23 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 298 1,952 0 24 Oct 2016
Data-Driven Shape Analysis and Processing Kai Xu Vladimir G. Kim Qi-Xing Huang E. Kalogerakis 58 132 0 24 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014