Implicit Geometric Regularization for Learning Shapes

24 February 2020

Papers citing "Implicit Geometric Regularization for Learning Shapes"

50 / 623 papers shown

Title
Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images Jianfei Guo Zhiyuan Yang Xi Lin Qingfu Zhang 3DH 19 5 0 08 Nov 2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu Thiemo Alldieck C. Sminchisescu 3DH 17 179 0 26 Oct 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 26 15 0 22 Oct 2021
Identity-Disentangled Neural Deformation Model for Dynamic Meshes Binbin Xu Lingni Ma Yuting Ye Tanner Schmidt Christopher D. Twigg S. Lovegrove 3DH 34 2 0 30 Sep 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 38 14 0 09 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 29 53 0 01 Sep 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 43 116 0 24 Aug 2021
Learning Signed Distance Field for Multi-view Surface Reconstruction Jingyang Zhang Yao Yao Long Quan 3DV 29 94 0 23 Aug 2021
Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields Matan Atzmon David Novotny Andrea Vedaldi Y. Lipman AI4CE 6 19 0 19 Aug 2021
3D Shapes Local Geometry Codes Learning with SDF Shun Yao Fei Yang Yongmei Cheng M. Mozerov 3DV 16 15 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 19 50 0 19 Aug 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds N. Rozen Aditya Grover Maximilian Nickel Y. Lipman DRL AI4CE 27 57 0 18 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 19 45 0 12 Aug 2021
SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery Aggelina Chatziagapi ShahRukh Athar Francesc Moreno-Noguer Dimitris Samaras 3DH 23 10 0 11 Aug 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 27 96 0 26 Jul 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 13 13 0 23 Jul 2021
Scalable Surface Reconstruction with Delaunay-Graph Neural Networks Raphael Sulzer Loic Landrieu Renaud Marlet Bruno Vallet 3DV 34 10 0 13 Jul 2021
Fast Training of Neural Lumigraph Representations using Meta Learning Alexander W. Bergman Petr Kellnhofer Gordon Wetzstein 27 40 0 28 Jun 2021
Volume Rendering of Neural Implicit Surfaces Lior Yariv Jiatao Gu Yoni Kasten Y. Lipman 3DV 37 1,020 0 22 Jun 2021
MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images Shaofei Wang Marko Mihajlovic Qianli Ma Andreas Geiger Siyu Tang 3DH 17 99 0 22 Jun 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 30 64 0 21 Jun 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 44 1,683 0 20 Jun 2021
Riemannian Convex Potential Maps Samuel N. Cohen Brandon Amos Y. Lipman 20 22 0 18 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei Kui Jia Yi Ma 15 10 0 18 Jun 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go Marvin Eisenberger David Novotny Gael Kerchenbaum Patrick Labatut Natalia Neverova Daniel Cremers Andrea Vedaldi 3DH 3DPC 15 67 0 17 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 16 38 0 14 Jun 2021
Deep Medial Fields Daniel Rebain Ke Li Vincent Sitzmann S. Yazdani K. M. Yi Andrea Tagliasacchi 16 18 0 07 Jun 2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering Ruizhi Shao Hongwen Zhang He Zhang Mingjia Chen Yan-Pei Cao Tao Yu Yebin Liu 3DH 17 64 0 07 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields Peng-Shuai Wang Yang Liu Yu-Qi Yang Xin Tong 3DPC 33 28 0 03 Jun 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 21 74 0 08 May 2021
ACORN: Adaptive Coordinate Networks for Neural Scene Representation Julien N. P. Martel David B. Lindell Connor Z. Lin E. R. Chan M. Monteiro Gordon Wetzstein 3DPC 22 91 0 06 May 2021
Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis Julian Knodt Joe Bartusek Seung-Hwan Baek Felix Heide 15 15 0 28 Apr 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 13 737 0 20 Apr 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 28 67 0 19 Apr 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 32 11 0 19 Apr 2021
Signed Distance Function Computation from an Implicit Surface Pierre-Alain Fayolle 9 4 0 16 Apr 2021
Geometry encoding for numerical simulations Amir Maleki J. Heyse Rishikesh Ranade Haiyang He Priya Kasimbeg Jay Pathak 3DV AI4CE 32 2 0 15 Apr 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 16 96 0 15 Apr 2021
LEAP: Learning Articulated Occupancy of People Marko Mihajlovic Yan Zhang Michael J. Black Siyu Tang 3DH 26 129 0 14 Apr 2021
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision Yang Hong Juyong Zhang Boyi Jiang Yudong Guo Ligang Liu Hujun Bao 3DH 13 62 0 12 Apr 2021
Modulated Periodic Activations for Generalizable Local Functional Representations Ishit Mehta Michael Gharbi Connelly Barnes Eli Shechtman R. Ramamoorthi Manmohan Chandraker 24 151 0 08 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 27 229 0 08 Apr 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks Shunsuke Saito Jinlong Yang Qianli Ma Michael J. Black 3DH 53 213 0 07 Apr 2021
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting Kai Zhang Fujun Luan Qianqian Wang Kavita Bala Noah Snavely 3DGS 22 343 0 01 Apr 2021
Neural Surface Maps Luca Morreale Noam Aigerman Vladimir G. Kim Niloy J. Mitra AI4CE 6 29 0 31 Mar 2021
FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality Nianchen Deng Zhenyi He Jiannan Ye Budmonde Duinkharjav Praneeth Chakravarthula Xubo Yang Qi Sun 28 108 0 30 Mar 2021
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction Jiapeng Tang Dan Xu Kui Jia Lei Zhang 3DPC 3DH 24 31 0 30 Mar 2021
Dense Incremental Metric-Semantic Mapping for Multi-Agent Systems via Sparse Gaussian Process Regression Ehsan Zobeidi Alec Koppel Nikolay Atanasov 22 13 0 30 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 38 1,051 0 25 Mar 2021