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point cloud generation

44 papers

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diffusion model (3720) point cloud (1479) 3d vision (1098) generative model (2889) 3d generation (194) 3d reconstruction (2253) 3d shape generation (62) generative adversarial network (1939) semantic segmentation (3179) conditional generation (282)

Papers

Learning Progressive Point Embeddings for 3D Point Cloud Generation CVPR 2021
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification CVPR 2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks NIPS 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data CVPR 2021
Style-Based Point Generator With Adversarial Rendering for Point Cloud Completion CVPR 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation CVPR 2021
Single View Point Cloud Generation via Unified 3D Prototype AAAI 2021
CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label Generating AAAI 2021
Learning to Generate Dense Point Clouds With Textures on Multiple Categories WACV 2021
Hypernetwork approach to generating point clouds ICML 2020
A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract) AAAI 2020
Energy-Based Processes for Exchangeable Data ICML 2020
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention WACV 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds NIPS 2020
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion ICCV 2019
PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows ICCV 2019
TopNet: Structural Point Cloud Decoder CVPR 2019
Learning Representations and Generative Models for 3D Point Clouds ICML 2018
A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR 2017