DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

Papers citing "DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation"

50 / 2,504 papers shown

Title
An Algorithm for the SE(3)-Transformation on Neural Implicit Maps for Remapping Functions Yijun Yuan A. Nüchter 65 9 0 17 Jun 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang 111 48 0 17 Jun 2022
How You Start Matters for Generalization Sameera Ramasinghe L. MacDonald M. Farazi Hemanth Saratchandran Simon Lucey ODL AI4CE 89 6 0 17 Jun 2022
FWD: Real-time Novel View Synthesis with Forward Warping and Depth Ang Cao C. Rockwell Justin Johnson 87 51 0 16 Jun 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 122 100 0 16 Jun 2022
Towards Differentiable Rendering for Sidescan Sonar Imagery Yiping Xie Nils Bore John Folkesson 112 3 0 15 Jun 2022
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar Yiping Xie Nils Bore John Folkesson 38 9 0 15 Jun 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 93 132 0 15 Jun 2022
GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds Jianfeng Xiang Jiaolong Yang Yu Deng Xin Tong 87 84 0 15 Jun 2022
Reconstructing vehicles from orthographic drawings using deep neural networks Robin Klippert 21 0 0 14 Jun 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 80 5 0 14 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 79 59 0 14 Jun 2022
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data Eldar Insafutdinov Dylan Campbell João F. Henriques Andrea Vedaldi 3DV 74 12 0 13 Jun 2022
Learning Joint Surface Atlases Theo Deprelle Thibault Groueix Noam Aigerman Vladimir G. Kim Mathieu Aubry 3DV 48 3 0 13 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 83 15 0 13 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 72 7 0 12 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 112 188 0 12 Jun 2022
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision Dingyi Rong Jiancheng Yang Bingbing Ni B. Ke 38 0 0 11 Jun 2022
Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer Dan Wang Xinrui Cui Fellow Ieee Septimiu Salcudean F. I. Z. Jane Wang ViT 80 25 0 10 Jun 2022
Differentiable Rendering of Neural SDFs through Reparameterization Sai Praveen Bangaru Michael Gharbi Tzu-Mao Li Fujun Luan Kalyan Sunkavalli Miloš Hašan Sai Bi Zexiang Xu Gilbert Bernstein F. Durand 69 40 0 10 Jun 2022
Learning the Space of Deep Models G. Berardi Luca de Luigi Samuele Salti Luigi Di Stefano SSL 66 3 0 10 Jun 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D Meshes Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 86 29 0 10 Jun 2022
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories Yuchen Rao Y. Nie Angela Dai 3DPC 3DV 107 19 0 10 Jun 2022
Out of Sight, Out of Mind: A Source-View-Wise Feature Aggregation for Multi-View Image-Based Rendering Geonho Cha Chaehun Shin Sung-Hoon Yoon Dongyoon Wee 3DH 51 0 0 10 Jun 2022
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang Shuhong Zheng Zhipeng Bao M. Hebert Yu-Xiong Wang 66 13 0 09 Jun 2022
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution Zeyuan Chen Yinbo Chen Jingwen Liu Xingqian Xu Vidit Goel Zhangyang Wang Humphrey Shi Xiaolong Wang SupR 114 111 0 09 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 65 15 0 07 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 85 12 0 07 Jun 2022
Critical Regularizations for Neural Surface Reconstruction in the Wild Jingyang Zhang Yao Yao Shiwei Li Tian Fang David McKinnon Yanghai Tsin Long Quan 86 56 0 07 Jun 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions Gene Chou Ilya Chugunov Felix Heide 3DPC 73 35 0 06 Jun 2022
Volumetric Disentanglement for 3D Scene Manipulation Sagie Benaim Frederik Warburg Peter Ebert Christensen Serge Belongie 95 15 0 06 Jun 2022
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Julius Berner Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 123 44 0 06 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 63 5 0 06 Jun 2022
Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering Tin Vlašić Hieu Nguyen AmirEhsan Khorashadizadeh Ivan Dokmanić 3DV AI4CE 86 11 0 04 Jun 2022
Nerfels: Renderable Neural Codes for Improved Camera Pose Estimation Gil Avraham Julian Straub Tianwei Shen Tsun-Yi Yang Hugo Germain Chris Sweeney Vasileios Balntas David Novotny Daniel DeTone Richard Newcombe 49 11 0 04 Jun 2022
SNAKE: Shape-aware Neural 3D Keypoint Field Chengliang Zhong Peixing You Xiaoxue Chen Hao Zhao Gang Hua Guyue Zhou Xiaodong Mu Chuang Gan Wen-bing Huang 3DPC 87 13 0 03 Jun 2022
Reinforcement Learning with Neural Radiance Fields Danny Driess Ingmar Schubert Peter R. Florence Yunzhu Li Marc Toussaint AI4CE 109 52 0 03 Jun 2022
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D. Zimny Joanna Waczyñska Tomasz Trzciñski Przemysław Spurek 173 19 0 02 Jun 2022
Discretization Invariant Networks for Learning Maps between Neural Fields Clinton Jia Wang Polina Golland 111 0 0 02 Jun 2022
Residual Multiplicative Filter Networks for Multiscale Reconstruction Shayan Shekarforoush David B. Lindell David J. Fleet Marcus A. Brubaker 67 27 0 01 Jun 2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks Qingqing Zhao David B. Lindell Gordon Wetzstein AI4CE 113 42 0 01 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 137 465 0 01 Jun 2022
Indirect Point Cloud Registration: Aligning Distance Fields using a Pseudo Third Point Ses Yijun Yuan A. Nüchter 3DPC 63 5 0 31 May 2022
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 153 217 0 31 May 2022
D $^2$ NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video Tianhao Wu Fangcheng Zhong Andrea Tagliasacchi Forrester Cole Cengiz Öztireli 102 144 0 31 May 2022
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections Mark Boss Andreas Engelhardt Abhishek Kar Yuanzhen Li Deqing Sun Jonathan T. Barron Hendrik P. A. Lensch Varun Jampani 177 84 0 31 May 2022
Generalised Implicit Neural Representations Daniele Grattarola P. Vandergheynst 59 31 0 31 May 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 277 343 0 31 May 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 76 32 0 31 May 2022
Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape Priors Yun-Chun Chen Haoda Li Dylan Turpin Alec Jacobson Animesh Garg 3DPC 79 46 0 30 May 2022