PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding

6 December 2018

Papers citing "PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding"

36 / 136 papers shown

Title
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 26 510 0 08 Apr 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors J. Bechtold Maxim Tatarchenko Volker Fischer Thomas Brox 12 16 0 01 Apr 2021
Learning Spectral Unions of Partial Deformable 3D Shapes Luca Moschella Simone Melzi Luca Cosmo Filippo Maggioli Or Litany M. Ovsjanikov Leonidas J. Guibas Emanuele Rodolà 19 7 0 31 Mar 2021
Learning to Generate 3D Shapes with Generative Cellular Automata Dongsu Zhang Changwoon Choi Jeonghwan Kim Y. Kim 23 24 0 06 Mar 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas J. Guibas 3DPC 3DV 19 49 0 19 Jan 2021
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 48 263 0 16 Dec 2020
Visual Identification of Articulated Object Parts V. Zeng Timothy E. Lee Jacky Liang Oliver Kroemer 32 44 0 01 Dec 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 19 149 0 27 Nov 2020
Neural Star Domain as Primitive Representation Yuki Kawana Yusuke Mukuta Tatsuya Harada 3DV 11 25 0 21 Oct 2020
Image-Driven Furniture Style for Interactive 3D Scene Modeling Tomer Weiss Ilkay Yildiz Nitin Agarwal E. Cansizoglu Jae-Woo Choi 3DV 3DPC 30 14 0 20 Oct 2020
Sketch2CAD: Sequential CAD Modeling by Sketching in Context Changjian Li Hao Pan Adrien Bousseau Niloy J. Mitra 3DV 3DPC 14 28 0 10 Sep 2020
SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 16 74 0 17 Aug 2020
LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun A. Temi̇zel 3DPC 16 10 0 08 Aug 2020
Parts-Based Articulated Object Localization in Clutter Using Belief Propagation Jana Pavlasek Stanley Lewis Karthik Desingh Odest Chadwicke Jenkins 11 19 0 06 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 28 53 0 03 Aug 2020
OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets Zhengqin Li Ting Yu S. Sang Sarah Wang Meng Song ... Hong-Xing Yu Kalyan Sunkavalli Milovs Havsan R. Ramamoorthi Manmohan Chandraker 3DV 25 84 0 25 Jul 2020
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans Vladislav Ishimtsev Alexey Bokhovkin Alexey Artemov Savva Ignatyev Matthias Niessner Denis Zorin Evgeny Burnaev 3DPC 12 28 0 23 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 15 33 0 15 Jul 2020
Concept Learners for Few-Shot Learning Kaidi Cao Maria Brbic J. Leskovec VLM OffRL 22 4 0 14 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng-Wei Zhang Xin Tong 3DPC 21 181 0 02 Jul 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 14 93 0 08 Apr 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 22 213 0 30 Mar 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 26 73 0 27 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas J. Guibas 14 68 0 21 Mar 2020
The State of Lifelong Learning in Service Robots: Current Bottlenecks in Object Perception and Manipulation S. Kasaei J. Melsen Floris van Beers Christiaan Steenkist K. Vončina 19 12 0 18 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 14 85 0 17 Mar 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 34 100 0 19 Feb 2020
DeepGCNs: Making GCNs Go as Deep as CNNs G. Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Bernard Ghanem 3DPC GNN 31 168 0 15 Oct 2019
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Gopal Sharma Francis Li Brendan Chwyl 3DPC 3DV 24 11 0 03 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 27 251 0 12 Sep 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas J. Guibas 3DPC 20 133 0 01 Aug 2019
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Bo Yang Jianan Wang R. Clark Qingyong Hu Sen Wang Andrew Markham A. Trigoni 3DPC 25 324 0 04 Jun 2019
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation Fenggen Yu Kun Liu Yan Zhang Chenyang Zhu Kai Xu 3DPC 3DV 20 94 0 02 Mar 2019
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud L. Yi Wang Zhao He-Nan Wang Minhyuk Sung Leonidas J. Guibas 3DPC 23 322 0 08 Dec 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 152 768 0 30 Mar 2018