Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks

18 March 2021

Despoina Paschalidou

Angelos Katharopoulos

Sanja Fidler

Papers citing "Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks"

32 / 32 papers shown

Title
CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image Jingshun Huang Haitao Lin Tianyu Wang Yanwei Fu Xiangyang Xue Y. X. Zhu 3DPC 39 0 0 15 Apr 2025
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives Jiaxin Li Hongxing Wang Jiawei Tan Zhilong Ou Junsong Yuan 3DPC 40 0 0 10 Mar 2025
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians Shuyi Jiang QiHao Zhao Hossein Rahmani De Wen Soh J. Liu Na Zhao 3DGS 144 0 0 02 Oct 2024
Improved Convex Decomposition with Ensembling and Boolean Primitives Vaibhav Vavilala Florian Kluger Seemandhar Jain Bodo Rosenhahn David A. Forsyth OCL 38 1 0 29 May 2024
Relightable and Animatable Neural Avatars from Videos Wenbin Lin Chengwei Zheng Jun-hai Yong Feng Xu 26 11 0 20 Dec 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 23 2 0 22 Nov 2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 28 16 0 11 Jul 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 13 3 0 19 Apr 2023
Neural Lens Modeling Wenqi Xian Aljavz Bovzivc Noah Snavely Christoph Lassner 3DV 19 7 0 10 Apr 2023
Invertible Neural Skinning Yash Kant Aliaksandr Siarohin R. A. Guler Menglei Chai Jian Ren Sergey Tulyakov Igor Gilitschenski 3DH 22 2 0 18 Feb 2023
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories Samarth Sinha Roman Shapovalov Jeremy Reizenstein Ignacio Rocco Natalia Neverova Andrea Vedaldi David Novotny 3DPC 13 16 0 07 Nov 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 14 23 0 12 Aug 2022
LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery Chunfeng Yao Wei-Chih Hung Yuanzhen Li Michael Rubinstein Ming Yang Varun Jampani 3DV 26 47 0 07 Jul 2022
Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera Hongrui Cai Wanquan Feng Xuetao Feng Yan Wang Juyong Zhang 3DH 19 62 0 30 Jun 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 27 16 0 21 Apr 2022
LISA: Learning Implicit Shape and Appearance of Hands Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard A. Newcombe Lingni Ma 3DH CVBM 24 69 0 04 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 30 53 0 30 Mar 2022
Primitive-based Shape Abstraction via Nonparametric Bayesian Inference Yuwei Wu Weixiao Liu Sipu Ruan Gregory S. Chirikjian 3DV 3DPC 27 15 0 28 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 Feb 2022
PartAfford: Part-level Affordance Discovery from 3D Objects Chao Xu Yixin Chen He-Nan Wang Song-Chun Zhu Yixin Zhu Siyuan Huang 23 25 0 28 Feb 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 13 5 0 17 Feb 2022
PartGlot: Learning Shape Part Segmentation from Language Reference Games Juil Koo Ian Huang Panos Achlioptas Leonidas J. Guibas Minhyuk Sung 3DPC 28 28 0 13 Dec 2021
Unsupervised Pose-Aware Part Decomposition for 3D Articulated Objects Yuki Kawana Yusuke Mukuta Tatsuya Harada 40 12 0 08 Oct 2021
ATISS: Autoregressive Transformers for Indoor Scene Synthesis Despoina Paschalidou Amlan Kar Maria Shugrina Karsten Kreis Andreas Geiger Sanja Fidler 3DV ViT 29 148 0 07 Oct 2021
HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation Subeesh Vasu Nicolas Talabot Artem Lukoianov Pierre Baqué Jonathan Donier Pascal Fua 26 4 0 22 Sep 2021
The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate Inference R. K. Jones Aalia Habib Rana Hanocka Brown University 17 9 0 22 Jun 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 237 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 229 971 0 10 Mar 2020
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images Christiane Zimmermann Duygu Ceylan Jimei Yang Bryan C. Russell Max Argus Thomas Brox 3DH 189 398 0 10 Sep 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang K. Jia 102 190 0 01 Sep 2019
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 171 1,940 0 24 Oct 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 224 2,056 0 07 Jun 2016