DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

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

50 / 2,469 papers shown

Title
Deep Active Surface Models Udaranga Wickramasinghe G. Knott Pascal Fua AI4CE 3DV 24 12 0 17 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 39 7 0 17 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 28 5 0 17 Nov 2020
Dynamic Plane Convolutional Occupancy Networks S. Lionar D. Emtsev Dusan Svilarkovic Songyou Peng 3DPC 3DV 22 37 0 11 Nov 2020
Learning to Infer Semantic Parameters for 3D Shape Editing Fangyin Wei Elena Sizikova Avneesh Sud Szymon Rusinkiewicz Thomas Funkhouser 3DH 3DPC 36 13 0 09 Nov 2020
A Fast Hybrid Cascade Network for Voxel-based 3D Object Classification Ji Luo Hui Cao Jie Wang Siyu Zhang Shen Cai 3DPC 30 0 0 09 Nov 2020
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces R. Venkatesh Sarthak Sharma Aurobrata Ghosh László A. Jeni M. Singh 16 24 0 04 Nov 2020
Learning Barrier Functions with Memory for Robust Safe Navigation Kehan Long Cheng Qian Jorge Cortés Nikolay Atanasov 33 53 0 03 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 29 320 0 26 Oct 2020
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 106 132 0 23 Oct 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 56 36 0 23 Oct 2020
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction Rodrigo Santa Cruz Leo Lebrat Pierrick Bourgeat Clinton Fookes Jurgen Fripp Olivier Salvado 3DV MedIm 29 48 0 22 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 30 18 0 22 Oct 2020
Neural Star Domain as Primitive Representation Yuki Kawana Yusuke Mukuta Tatsuya Harada 3DV 11 25 0 21 Oct 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images Chen-Hsuan Lin Chaoyang Wang Simon Lucey 81 100 0 20 Oct 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 168 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 19 1 0 19 Oct 2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 100 138 0 18 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 45 33 0 17 Oct 2020
MeshMVS: Multi-View Stereo Guided Mesh Reconstruction Rakesh Shrestha Zhiwen Fan Qingkun Su Zuozhuo Dai Siyu Zhu P. Tan 3DV 27 10 0 17 Oct 2020
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization Biao Zhang Peter Wonka 3DPC 22 4 0 16 Oct 2020
A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries Ali Kashefi Davis Rempe Leonidas J. Guibas 3DPC AI4CE 20 193 0 15 Oct 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 27 44 0 14 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
GRF: Learning a General Radiance Field for 3D Representation and Rendering Alex Trevithick Bo Yang 3DV 3DH 28 227 0 09 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
Learning Equality Constraints for Motion Planning on Manifolds Giovanni Sutanto Isabel M. Rayas Fernández Péter Englert R. Ramachandran Gaurav Sukhatme 6 23 0 24 Sep 2020
ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations Samuel Pfrommer Mathew Halm Michael Posa 13 85 0 23 Sep 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 14 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 31 31 0 17 Sep 2020
Unsupervised Partial Point Set Registration via Joint Shape Completion and Registration Xiang Li Lingjing Wang Yi Fang 3DPC 29 7 0 11 Sep 2020
Improved Modeling of 3D Shapes with Multi-view Depth Maps Kamal Gupta Susmija Jabbireddy Ketul Shah Abhinav Shrivastava Matthias Zwicker 3DV 19 5 0 07 Sep 2020
LMSCNet: Lightweight Multiscale 3D Semantic Completion Luis Roldão Raoul de Charette Anne Verroust-Blondet 17 154 0 24 Aug 2020
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen Zijian Dong Mingli Song Andreas Geiger Otmar Hilliges 24 128 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
SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 27 75 0 17 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 20 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 30 207 0 10 Aug 2020
Invertible Neural BRDF for Object Inverse Rendering Zhe Chen S. Nobuhara Ko Nishino BDL AI4CE 40 26 0 10 Aug 2020
LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun A. Temi̇zel 3DPC 24 10 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 Ma 3DPC 18 38 0 07 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas J. Guibas 3DPC 37 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 14 45 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 31 62 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
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 19 22 0 02 Aug 2020