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
DeepSurfels: Learning Online Appearance Fusion Marko Mihajlovic Silvan Weder Marc Pollefeys Martin R. Oswald 30 18 0 28 Dec 2020
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis Jianwen Xie Zilong Zheng Ruiqi Gao Wenguan Wang Song-Chun Zhu Ying Nian Wu 3DV 22 49 0 25 Dec 2020
From Points to Multi-Object 3D Reconstruction Francis Engelmann Konstantinos Rematas Bastian Leibe V. Ferrari 3DPC 33 41 0 21 Dec 2020
Neural Radiance Flow for 4D View Synthesis and Video Processing Yilun Du Yinan Zhang Hong-Xing Yu J. Tenenbaum Jiajun Wu AI4CE 25 268 0 17 Dec 2020
Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses Yiming Qian Hao Zhang Yasutaka Furukawa GAN AI4CE 33 18 0 17 Dec 2020
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 41 662 0 16 Dec 2020
DECOR-GAN: 3D Shape Detailization by Conditional Refinement Zhiqin Chen Vladimir G. Kim Matthew Fisher Noam Aigerman Hao Zhang S. Chaudhuri GAN 3DPC 30 62 0 16 Dec 2020
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao Jiabao Lei Yuxin Wen Jianguo Zhang Kui Jia 3DPC 65 32 0 14 Dec 2020
Learning Category-level Shape Saliency via Deep Implicit Surface Networks Chaozheng Wu Lin Sun Xun Xu Kui Jia 3DPC 23 0 0 14 Dec 2020
Deep Optimized Priors for 3D Shape Modeling and Reconstruction Mingyue Yang Yuxin Wen Weikai Chen Yuxiao Chen Kui Jia 21 32 0 14 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 28 45 0 11 Dec 2020
Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations Yifan Wang Shihao Wu A. C. Öztireli O. Sorkine-Hornung 3DPC 24 52 0 11 Dec 2020
Detailed 3D Human Body Reconstruction from Multi-view Images Combining Voxel Super-Resolution and Learned Implicit Representation Zhongguo Li Magnus Oskarsson A. Heyden 3DH 27 19 0 11 Dec 2020
3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields Yael Sde-Chen Y. Schechner Vadim Holodovsky Eshkol Eytan 24 0 0 10 Dec 2020
Geometric Adversarial Attacks and Defenses on 3D Point Clouds Itai Lang Uriel Kotlicki S. Avidan AAML 3DPC 29 17 0 10 Dec 2020
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 22 49 0 08 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 19 283 0 03 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering David B. Lindell Julien N. P. Martel Gordon Wetzstein 31 265 0 03 Dec 2020
Learning Delaunay Surface Elements for Mesh Reconstruction Marie-Julie Rakotosaona Paul Guerrero Noam Aigerman Niloy Mitra M. Ovsjanikov 3DV 6 41 0 02 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 48 846 0 02 Dec 2020
Point2Skeleton: Learning Skeletal Representations from Point Clouds Chu-Hsing Lin Changjian Li Yuan Liu Nenglun Chen Yi-King Choi Wenping Wang 3DPC 25 49 0 01 Dec 2020
NeuralFusion: Online Depth Fusion in Latent Space Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 3DGS MDE 3DV 24 59 0 30 Nov 2020
RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction Y. Nie Ji Hou Xiaoguang Han Matthias Nießner 3DPC 3DV 18 55 0 30 Nov 2020
Vehicle Reconstruction and Texture Estimation Using Deep Implicit Semantic Template Mapping Xiaochen Zhao Zerong Zheng Chaonan Ji Zhenyi Liu Yirui Luo Tao Yu J. Suo Yebin Liu 3DV 18 2 0 30 Nov 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 19 116 0 30 Nov 2020
i3DMM: Deep Implicit 3D Morphable Model of Human Heads Tarun Yenamandra A. Tewari Florian Bernard Hans-Peter Seidel Mohamed A. Elgharib Daniel Cremers Christian Theobalt 3DH 23 121 0 28 Nov 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 52 1,394 0 27 Nov 2020
Unsupervised part representation by Flow Capsules S. Sabour Andrea Tagliasacchi S. Yazdani Geoffrey E. Hinton David J. Fleet 3DPC OCL 30 37 0 27 Nov 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 33 149 0 27 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 40 154 0 26 Nov 2020
Omni-GAN: On the Secrets of cGANs and Beyond P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 35 22 0 26 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 76 1,110 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 81 955 0 24 Nov 2020
Adversarial Generation of Continuous Images Ivan Skorokhodov Savva Ignatyev Mohamed Elhoseiny GAN 19 170 0 24 Nov 2020
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion Lei Li Suping Wu 25 14 0 21 Nov 2020
Object Rearrangement Using Learned Implicit Collision Functions Michael Danielczuk Arsalan Mousavian Clemens Eppner Dieter Fox 3DPC 13 78 0 21 Nov 2020
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR Data Christoph B. Rist David Emmerichs Markus Enzweiler D. Gavrila 3DPC 3DV 20 84 0 18 Nov 2020
Deep Active Surface Models Udaranga Wickramasinghe G. Knott Pascal Fua AI4CE 3DV 24 12 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
Deep Sketch-Based Modeling: Tips and Tricks Yue Zhong Yulia Gryaditskaya Honggang Zhang Yi-Zhe Song 22 34 0 12 Nov 2020
A Fast Hybrid Cascade Network for Voxel-based 3D Object Classification Ji Luo Hui Cao Jie Wang Siyu Zhang Shen Cai 3DPC 25 0 0 09 Nov 2020
Learning 3D Dynamic Scene Representations for Robot Manipulation Zhenjia Xu Zhanpeng He Jiajun Wu Shuran Song 29 55 0 03 Nov 2020
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing Jiawei Shao Haowei Zhang Yuyi Mao Jun Zhang 3DPC 24 40 0 27 Oct 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 29 320 0 26 Oct 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 51 36 0 23 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 24 18 0 22 Oct 2020
I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing Ammar Malik H. Lhachemi Robert Shorten 17 0 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