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MeshSDF: Differentiable Iso-Surface Extraction

6 June 2020

Papers citing "MeshSDF: Differentiable Iso-Surface Extraction"

43 / 43 papers shown

Title
TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization Alexandre Binninger Ruben Wiersma Philipp Herholz O. Sorkine-Hornung 451 0 0 07 May 2025
DrivAer Transformer: A high-precision and fast prediction method for vehicle aerodynamic drag coefficient based on the DrivAerNet++ dataset Jiaqi He Xiangwen Luo Yiping Wang AI4CE 181 0 0 11 Apr 2025
TripNet: Learning Large-scale High-fidelity 3D Car Aerodynamics with Triplane Networks Qian Chen Mohamed Elrefaie Angela Dai Faez Ahmed 3DPC AI4CE 144 1 0 19 Mar 2025
NeuManifold: Neural Watertight Manifold Reconstruction with Efficient and High-Quality Rendering Support Xinyue Wei Fanbo Xiang Sai Bi Anpei Chen Kalyan Sunkavalli Zexiang Xu Hao Su AI4CE 231 19 0 20 Jan 2025
IT $^3$ : Idempotent Test-Time Training Nikita Durasov Assaf Shocher Doruk Öner Gal Chechik Alexei A. Efros Pascal Fua OOD VLM 93 1 0 05 Oct 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks Mohamed Elrefaie Florin Morar Angela Dai Faez Ahmed PINN AI4CE 125 17 0 13 Jun 2024
Enabling Uncertainty Estimation in Iterative Neural Networks Nikita Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 177 9 0 25 Mar 2024
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction Mohamed Elrefaie Angela Dai Faez Ahmed DiffM AI4CE 98 12 0 12 Mar 2024
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 73 14 0 19 Dec 2022
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 144 497 0 03 Mar 2020
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 66 239 0 15 Dec 2019
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data Udaranga Wickramasinghe Edoardo Remelli G. Knott Pascal Fua 79 96 0 08 Dec 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing Shaohui Liu Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 122 285 0 29 Nov 2019
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 83 198 0 02 Nov 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 106 566 0 26 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 50 428 0 09 May 2019
MeshGAN: Non-linear 3D Morphable Models of Faces Shiyang Cheng M. Bronstein Yuxiang Zhou I. Kotsia Maja Pantic Stefanos Zafeiriou CVBM 3DH GAN 50 81 0 25 Mar 2019
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images Haozhe Xie Huanjin Yao Xiaoshuai Sun Shangchen Zhou Shengping Zhang 62 317 0 31 Jan 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 63 127 0 19 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,705 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 251 2,907 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 150 1,638 0 06 Dec 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 64 139 0 29 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 90 457 0 12 Apr 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,332 0 05 Apr 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 71 606 0 20 Mar 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 144 1,184 0 15 Feb 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation Agata Mosinska Pablo Márquez-Neila Mateusz Koziñski Pascal Fua 3DV 67 233 0 06 Dec 2017
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 71 127 0 29 Nov 2017
SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Matthias Fey J. E. Lenssen F. Weichert H. Müller 3DPC 166 442 0 24 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,046 0 20 Nov 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 82 741 0 28 Mar 2017
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 59 296 0 18 Dec 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 169 2,243 0 02 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 418 1,824 0 25 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 225 1,480 0 15 Nov 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 79 583 0 15 Aug 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 177 3,713 0 27 Jul 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 78 396 0 03 Jul 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 89 1,719 0 02 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 172 5,538 0 09 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014