Augmenting Implicit Neural Shape Representations with Explicit
Deformation Fields

Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields

19 August 2021

Andrea Vedaldi

Papers citing "Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields"

19 / 19 papers shown

Title
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations Yuezhi Yang Haitao Yang Kiyohiro Nakayama Xiangru Huang Leonidas J. Guibas Qixing Huang 34 0 0 02 Mar 2025
Preconditioners for the Stochastic Training of Implicit Neural Representations Shin-Fang Chng Hemanth Saratchandran Simon Lucey 26 0 0 13 Feb 2024
Basis restricted elastic shape analysis on the space of unregistered surfaces Emmanuel Hartman E. Pierson Martin Bauer Mohamed Daoudi N. Charon 23 4 0 07 Nov 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations Lu Sang Abhishek Saroha Maolin Gao Daniel Cremers 24 0 0 03 Jun 2023
RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations Sven Dummer N. Strisciuglio Christoph Brune MedIm 29 3 0 22 May 2023
Neural Implicit Shape Editing using Boundary Sensitivity Arturs Berzins Moritz Ibing Leif Kobbelt AI4CE 24 3 0 24 Apr 2023
GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models Haitao Yang Xiangru Huang Bo Sun Chandrajit L. Bajaj Qi-Xing Huang 3DV 35 8 0 20 Apr 2023
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching Ramanathan Sundararaman R. Marin Emanuele Rodolà M. Ovsjanikov 24 8 0 26 Nov 2022
BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes Emmanuel Hartman E. Pierson Martin Bauer N. Charon Mohamed Daoudi 3DH 35 7 0 23 Nov 2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation Shenhan Qian Jiale Xu Ziwei Liu Liqian Ma Shenghua Gao 3DH 21 12 0 20 Jul 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 20 71 0 22 Apr 2022
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian Jihyun Lee Minhyuk Sung Hyun-jung Kim Tae-Kyun Kim 3DH 21 3 0 29 Mar 2022
Implicit field supervision for robust non-rigid shape matching Ramanathan Sundararaman Gautam Pai M. Ovsjanikov 18 17 0 15 Mar 2022
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 33 13 0 03 Dec 2021
Intuitive Shape Editing in Latent Space Tim Elsner Moritz Ibing Victor Czech Julius Nehring-Wirxel Leif Kobbelt 13 7 0 24 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 615 0 22 Nov 2021
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 129 325 0 13 Jun 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,109 0 02 Dec 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 180 1,941 0 24 Oct 2016