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point cloud generation

44 papers

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Co-occurring keywords

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

Class-Partitioned VQ-VAE and Latent Flow Matching for Point Cloud Scene Generation AAAI 2026
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing WACV 2025
Lidar Waveforms are Worth 40x128x33 Words ICCV 2025
LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025
SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance IJCAI 2025
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation CVPR 2025
RGB2Point: 3D Point Cloud Generation from Single RGB Images WACV 2025
TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process CVPR 2024
PointInfinity: Resolution-Invariant Point Diffusion Models CVPR 2024
General Point Model Pretraining with Autoencoding and Autoregressive CVPR 2024
Towards Realistic Scene Generation with LiDAR Diffusion Models CVPR 2024
NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields AAAI 2024
WonderJourney: Going from Anywhere to Everywhere CVPR 2024
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation NIPS 2023
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics NIPS 2023
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion ICCV 2023
Fast Point Cloud Generation With Straight Flows CVPR 2023
GECCO: Geometrically-Conditioned Point Diffusion Models ICCV 2023
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation NIPS 2023
Attention-Based Transformation from Latent Features to Point Clouds AAAI 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation CVPR 2022
Point Cloud Generation with Continuous Conditioning AISTATS 2022
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022
Diffusion-based Molecule Generation with Informative Prior Bridges NIPS 2022