Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,122 papers shown

Title
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization Biao Zhang Peter Wonka 3DPC 14 4 0 16 Oct 2020
Better Patch Stitching for Parametric Surface Reconstruction Zhantao Deng Jan Bednarík Mathieu Salzmann Pascal Fua 3DV 14 26 0 14 Oct 2020
TM-NET: Deep Generative Networks for Textured Meshes Lin Gao Tong Wu Yu-Jie Yuan Ming Lin Yu-Kun Lai Hao Zhang GAN 40 19 0 13 Oct 2020
IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration Ziyi Wu Yueqi Duan He Wang Qingnan Fan Leonidas J. Guibas 3DPC 11 60 0 11 Oct 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 14 12 0 08 Oct 2020
Vec2Instance: Parameterization for Deep Instance Segmentation N. Deshapriya M. Dailey M. Hazarika H. Miyazaki ISeg SSeg 6 2 0 06 Oct 2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation Mojtaba Bemana K. Myszkowski Hans-Peter Seidel Tobias Ritschel 26 50 0 01 Oct 2020
Implicit Feature Networks for Texture Completion from Partial 3D Data Julian Chibane Gerard Pons-Moll 3DPC 3DV 3DH 12 44 0 20 Sep 2020
On the Effectiveness of Weight-Encoded Neural Implicit 3D Shapes T. Davies Derek Nowrouzezahrai Alec Jacobson 10 45 0 17 Sep 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 28 31 0 17 Sep 2020
Improved Modeling of 3D Shapes with Multi-view Depth Maps Kamal Gupta Susmija Jabbireddy Ketul Shah Abhinav Shrivastava Matthias Zwicker 3DV 13 5 0 07 Sep 2020
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen Zijian Dong Mingli Song Andreas Geiger Otmar Hilliges 21 128 0 18 Aug 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas J. Guibas 3DV 33 30 0 18 Aug 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 19 280 0 14 Aug 2020
GeLaTO: Generative Latent Textured Objects Ricardo Martín Brualla Rohit Pandey Sofien Bouaziz Matthew A. Brown Dan B. Goldman 3DV 17 12 0 11 Aug 2020
Grasping Field: Learning Implicit Representations for Human Grasps Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 28 207 0 10 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas J. Guibas 3DPC 29 71 0 06 Aug 2020
COALESCE: Component Assembly by Learning to Synthesize Connections K. Yin Zhiqin Chen S. Chaudhuri Matthew Fisher Vladimir G. Kim Hao Zhang 3DPC 8 45 0 05 Aug 2020
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Carsten Stoll Christian Theobalt 3DPC 3DH 3DV 19 107 0 04 Aug 2020
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 32 9 0 31 Jul 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 18 146 0 30 Jul 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 6 0 0 30 Jul 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 121 93 0 28 Jul 2020
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry Yifan Xu Tianqi Fan Yi Yuan Gurprit Singh 3DPC 3DV 63 36 0 27 Jul 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,242 0 22 Jul 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 33 197 0 22 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 54 77 0 21 Jul 2020
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches Philipp Erler Paul Guerrero S. Ohrhallinger Michael Wimmer Niloy J. Mitra 3DPC 10 177 0 20 Jul 2020
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling Omid Poursaeed Matthew Fisher Noam Aigerman Vladimir G. Kim 3DV 14 28 0 20 Jul 2020
Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images Sai Bi Zexiang Xu Kalyan Sunkavalli Milovs Havsan Yannick Hold-Geoffroy D. Kriegman R. Ramamoorthi 3DH 4 122 0 20 Jul 2020
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance Minghua Liu Xiaoshuai Zhang Hao Su 3DPC 25 50 0 17 Jul 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
PIE-NET: Parametric Inference of Point Cloud Edges Xiaogang Wang Yuelang Xu Kai Xu Andrea Tagliasacchi Bin Zhou Ali Mahdavi-Amiri Hao Zhang 3DPC 25 95 0 09 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 22 32 0 09 Jul 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 42 294 0 08 Jul 2020
SofGAN: A Portrait Image Generator with Dynamic Styling Anpei Chen Ruiyang Liu Ling Xie Zhang Chen Hao Su Jingyi Yu GAN 28 76 0 07 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 87 864 0 05 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 22 69 0 30 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 36 136 0 25 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie H. Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 20 184 0 22 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 18 174 0 22 Jun 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 60 2,344 0 18 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 22 7 0 18 Jun 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 33 247 0 17 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 47 2,486 0 17 Jun 2020
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree Kacper Kania Maciej Ziȩba Tomasz Kajdanowicz 3DV 17 93 0 16 Jun 2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction Tong He John Collomosse Hailin Jin Stefano Soatto 3DH 37 176 0 15 Jun 2020
ShapeFlow: Learnable Deformations Among 3D Shapes C. Jiang Jingwei Huang Andrea Tagliasacchi Leonidas J. Guibas 3DPC AI4CE 22 44 0 14 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 38 30 0 14 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 24 143 0 09 Jun 2020