DeepSDF: Learning Continuous Signed Distance Functions for Shape
Representation

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

16 January 2019

Jeong Joon Park

Peter R. Florence

Richard Newcombe

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

16 / 2,466 papers shown

Title
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 77 1,267 0 04 Jun 2019
Controlling Neural Level Sets Matan Atzmon Niv Haim Lior Yariv Ofer Israelov Haggai Maron Y. Lipman AI4CE 22 118 0 28 May 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 61 558 0 26 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 81 1,246 0 13 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 29 71 0 11 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein S. Zafeiriou MedIm 3DH 26 162 0 08 May 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 22 54 0 18 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 33 381 0 12 Apr 2019
Pixels to Plans: Learning Non-Prehensile Manipulation by Imitating a Planner Tarik Tosun E. Mitchell Ben Eisner Jinwook Huh Bhoram Lee Daewon Lee Volkan Isler H. S. Seung Daniel D. Lee 21 11 0 05 Apr 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 25 137 0 27 Mar 2019
Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data Amir Zadeh Y. Lim Paul Pu Liang Louis-Philippe Morency DRL 16 16 0 03 Mar 2019
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 41 8 0 13 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 46 2,862 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 41 1,608 0 06 Dec 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 189 1,942 0 24 Oct 2016