DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

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

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Title
GeLaTO: Generative Latent Textured ObjectsEuropean Conference on Computer Vision (ECCV), 2020 Ricardo Martín Brualla Rohit Pandey Sofien Bouaziz Matthew A. Brown Dan B. Goldman 3DV 132 12 0 11 Aug 2020
Grasping Field: Learning Implicit Representations for Human GraspsInternational Conference on 3D Vision (3DV), 2020 Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 332 240 0 10 Aug 2020
Invertible Neural BRDF for Object Inverse RenderingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zhe Chen S. Nobuhara Ko Nishino BDL AI4CE 301 30 0 10 Aug 2020
LPMNet: Latent Part Modification and Generation for 3D Point CloudsComputers & graphics (CG), 2020 Cihan Ongun A. Temi̇zel 3DPC 225 13 0 08 Aug 2020
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures Yichao Zhou Jingwei Huang Xili Dai Shichen Liu Linjie Luo Zhili Chen Yi-An Ma 3DPC 220 45 0 07 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud RepresentationsNeural Information Processing Systems (NeurIPS), 2020 Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas Guibas 3DPC 309 75 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 251 49 0 05 Aug 2020
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications Wei Hu Jiahao Pang Xianming Liu Dong Tian Chia-Wen Lin A. Vetro 302 69 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 189 114 0 04 Aug 2020
Point Cloud Completion by Learning Shape PriorsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Xiaogang Wang M. Ang Gim Hee Lee 3DPC 208 26 0 02 Aug 2020
Self-supervised Learning of Point Clouds via Orientation EstimationInternational Conference on 3D Vision (3DV), 2020 Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 217 140 0 01 Aug 2020
KAPLAN: A 3D Point Descriptor for Shape CompletionInternational Conference on 3D Vision (3DV), 2020 Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 284 10 0 31 Jul 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the WildEuropean Conference on Computer Vision (ECCV), 2020 Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 351 162 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 290 0 0 30 Jul 2020
Monocular Real-Time Volumetric Performance CaptureEuropean Conference on Computer Vision (ECCV), 2020 Ruilong Li Yuliang Xiu Forrest Iandola Zeng Huang Kyle Olszewski Hao Li 3DH 263 102 0 28 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and RetrieveEuropean Conference on Computer Vision (ECCV), 2020 Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 164 74 0 26 Jul 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 682 1,414 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 297 212 0 22 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 309 117 0 21 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 165 93 0 21 Jul 2020
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Shuailin Li Chuyu Zhang Xuming He 180 442 0 21 Jul 2020
Points2Surf: Learning Implicit Surfaces from Point Cloud Patches Philipp Erler Paul Guerrero S. Ohrhallinger Michael Wimmer Niloy J. Mitra 3DPC 272 214 0 20 Jul 2020
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling Omid Poursaeed Matthew Fisher Noam Aigerman Vladimir G. Kim 3DV 204 29 0 20 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 196 124 0 20 Jul 2020
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio GuidanceEuropean Conference on Computer Vision (ECCV), 2020 Minghua Liu Xiaoshuai Zhang Hao Su 3DPC 229 55 0 17 Jul 2020
Implicit Mesh Reconstruction from Unannotated Image Collections Shubham Tulsiani Nilesh Kulkarni Abhinav Gupta 3DH 3DV 152 64 0 16 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 383 1,047 0 16 Jul 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette ImagesInternational Conference on Machine Learning (ICML), 2020 Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 196 60 0 12 Jul 2020
PIE-NET: Parametric Inference of Point Cloud EdgesNeural Information Processing Systems (NeurIPS), 2020 Xiaogang Wang Yuelang Xu Kai Xu Andrea Tagliasacchi Bin Zhou Ali Mahdavi-Amiri Hao Zhang 3DPC 179 123 0 09 Jul 2020
Point Set Voting for Partial Point Cloud AnalysisIEEE Robotics and Automation Letters (RA-L), 2020 Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 236 41 0 09 Jul 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human ReconstructionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 225 347 0 08 Jul 2020
SofGAN: A Portrait Image Generator with Dynamic StylingACM Transactions on Graphics (TOG), 2020 Anpei Chen Ruiyang Liu Ling Xie Zhang Chen Hao Su Jingyi Yu GAN 210 89 0 07 Jul 2020
Gradient Origin Networks Sam Bond-Taylor Chris G. Willcocks BDL DRL 339 19 0 06 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 515 936 0 05 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 224 76 0 30 Jun 2020
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 169 29 0 27 Jun 2020
Meta Deformation Network: Meta Functionals for Shape Correspondence Daohan Lu Yi Fang 3DPC 90 0 0 26 Jun 2020
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans Angela Dai Yawar Siddiqui Justus Thies Julien P. C. Valentin Matthias Nießner 234 41 0 25 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 292 169 0 25 Jun 2020
3DMotion-Net: Learning Continuous Flow Function for 3D Motion PredictionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Shuaihang Yuan Xiang Li Anthony Tzes Yi Fang 3DPC 89 2 0 24 Jun 2020
DeepTracking-Net: 3D Tracking with Unsupervised Learning of Continuous Flow Shuaihang Yuan Xiang Li Yi Fang 3DPC 72 1 0 24 Jun 2020
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2020 Francis Williams Matthew Trager Joan Bruna Denis Zorin 223 75 0 24 Jun 2020
Generative Sparse Detection Networks for 3D Single-shot Object Detection JunYoung Gwak Chris Choy Silvio Savarese 3DPC 181 118 0 22 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 284 199 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 557 3,002 0 18 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 188 7 0 18 Jun 2020
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations Jiahao Pang Duanshun Li Dong Tian 3DPC 328 46 0 17 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi-An Ma 3DV 137 7 0 17 Jun 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 165 271 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 1.3K 3,118 0 17 Jun 2020