Implicit Geometric Regularization for Learning Shapes

24 February 2020

Papers citing "Implicit Geometric Regularization for Learning Shapes"

50 / 623 papers shown

Title
LISA: Learning Implicit Shape and Appearance of Hands Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard Newcombe Lingni Ma 3DH CVBM 31 69 0 04 Apr 2022
DRaCoN -- Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars Amit Raj Umar Iqbal Koki Nagano S. Khamis Pavlo Molchanov James Hays Jan Kautz 14 3 0 29 Mar 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 24 161 0 29 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Luke Chen 3DH 39 59 0 28 Mar 2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling Ziqian Bai Timur M. Bagautdinov Javier Romero Michael Zollhöfer Ping Tan Shunsuke Saito 3DH 24 3 0 25 Mar 2022
Facial Geometric Detail Recovery via Implicit Representation Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang S. Zafeiriou 3DH 25 18 0 18 Mar 2022
Active Visuo-Haptic Object Shape Completion Lukas Rustler Jens Lundell Jan Kristof Behrens Ville Kyrki Matej Hoffmann 11 23 0 17 Mar 2022
Animatable Implicit Neural Representations for Creating Realistic Avatars from Videos Sida Peng Zhenqi Xu Junting Dong Qianqian Wang Shangzhan Zhang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 19 26 0 15 Mar 2022
Regularized Deep Signed Distance Fields for Reactive Motion Generation Puze Liu Kuo Zhang Davide Tateo Snehal Jauhri Jan Peters Georgia Chalvatzaki 17 38 0 09 Mar 2022
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence Zijian Dong Chen Guo Jie Song Xu Chen Andreas Geiger Otmar Hilliges 3DH 16 67 0 03 Mar 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo Berk Kaya Suryansh Kumar C. Oliveira V. Ferrari Luc Van Gool 3DV 27 30 0 26 Feb 2022
Learning Smooth Neural Functions via Lipschitz Regularization Hsueh-Ti Derek Liu Francis Williams Alec Jacobson Sanja Fidler Or Litany 21 96 0 16 Feb 2022
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis Nicholas Sharp Alec Jacobson 34 26 0 05 Feb 2022
Development of a deep learning platform for optimising sheet stamping geometries subject to manufacturing constraints H. Attar A. Foster Nan Li 24 3 0 04 Feb 2022
Deep Surface Reconstruction from Point Clouds with Visibility Information Raphael Sulzer Loic Landrieu Alexandre Boulch Renaud Marlet Bruno Vallet 3DV 3DPC 17 9 0 03 Feb 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 24 4 0 31 Jan 2022
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video Boyi Jiang Yang Hong Hujun Bao Juyong Zhang 3DH 114 153 0 30 Jan 2022
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture Ruofan Liang Hongyi Sun Nandita Vijaykumar 12 16 0 28 Jan 2022
Neural Implicit Surface Evolution Tiago Novello V. Silva Guilherme Gonçalves Schardong L. Schirmer Helio Lopes Luiz Velho AI4CE 42 11 0 24 Jan 2022
Exploring Differential Geometry in Neural Implicits Tiago Novello Guilherme Gonçalves Schardong L. Schirmer V. Silva Helio Lopes Luiz Velho 67 26 0 23 Jan 2022
Neural Implicit Mapping via Nested Neighborhoods V. Silva Tiago Novello Guilherme Gonçalves Schardong L. Schirmer Helio Lopes Luiz Velho 57 3 0 22 Jan 2022
SPAMs: Structured Implicit Parametric Models Pablo Rodríguez Palafox N. Sarafianos Tony Tung Angela Dai 26 26 0 20 Jan 2022
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation Xian Liu Yinghao Xu Qianyi Wu Hang Zhou Wayne Wu Bolei Zhou VGen DiffM 3DH 39 140 0 19 Jan 2022
Taylor3DNet: Fast 3D Shape Inference With Landmark Points Based Taylor Series Yuting Xiao Jiale Xu Shenghua Gao 3DV 30 0 0 18 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields Guangming Yao Hongzhi Wu Yi Yuan Lincheng Li Kun Zhou Xin Yu 3DH AI4CE 29 7 0 23 Dec 2021
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 31 352 0 21 Dec 2021
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects Atsuhiro Noguchi Umar Iqbal Jonathan Tremblay Tatsuya Harada Orazio Gallo 46 47 0 21 Dec 2021
Improving neural implicit surfaces geometry with patch warping Franccois Darmon B. Bascle Jean-Clement Devaux P. Monasse Mathieu Aubry 23 144 0 17 Dec 2021
Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders Mikaela Angelina Uy Yen-Yu Chang Minhyuk Sung Purvi Goel Joseph Lambourne Tolga Birdal Leonidas J. Guibas 3DPC 19 57 0 17 Dec 2021
I M Avatar: Implicit Morphable Head Avatars from Videos Yufeng Zheng Victoria Fernandez-Abrevaya Marcel C. Bühler Xu Chen Michael J. Black Otmar Hilliges 3DH 27 212 0 14 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 23 21 0 10 Dec 2021
Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input Jung-Su Ha Danny Driess Marc Toussaint 27 12 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 24 144 0 09 Dec 2021
Implicit Neural Deformation for Sparse-View Face Reconstruction Moran Li Haibin Huang Yi Zheng Mengtian Li Nong Sang Chongyang Ma CVBM 3DH 34 8 0 05 Dec 2021
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 33 13 0 03 Dec 2021
Hierarchical Neural Implicit Pose Network for Animation and Motion Retargeting Sourav Biswas K. Yin Maria Shugrina Sanja Fidler S. Khamis 3DH 19 6 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 51 579 0 01 Dec 2021
Light Field Implicit Representation for Flexible Resolution Reconstruction Paramanand Chandramouli Hendrik Sommerhoff A. Kolb 17 4 0 30 Nov 2021
DiffSDFSim: Differentiable Rigid-Body Dynamics With Implicit Shapes Michael Strecke Joerg Stueckler AI4CE 19 18 0 30 Nov 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 34 20 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 14 9 0 30 Nov 2021
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks Benoît Guillard Federico Stella Pascal Fua 11 83 0 29 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 50 66 0 26 Nov 2021
Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction Christian Sommer Lu Sang David Schubert Daniel Cremers 3DV 15 23 0 26 Nov 2021
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the Wild Jianglong Ye Yuntao Chen Naiyan Wang Xiaolong Wang 3DPC 57 9 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
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 17 20 0 17 Nov 2021
Learning Signal-Agnostic Manifolds of Neural Fields Yilun Du Katherine M. Collins J. Tenenbaum Vincent Sitzmann MedIm 26 47 0 11 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 48 444 0 10 Nov 2021