point cloud generation

AvatarPointillist: AutoRegressive 4D Gaussian Avatarization CVPR 2026 Class-Partitioned VQ-VAE and Latent Flow Matching for Point Cloud Scene Generation AAAI 2026 Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation CVPR 2026 GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting ICLR 2025 Lidar Waveforms are Worth 40x128x33 Words ICCV 2025 Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space ICLR 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025 MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance IJCAI 2025 PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing WACV 2025 RGB2Point: 3D Point Cloud Generation from Single RGB Images WACV 2025 SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation CVPR 2025 SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025 General Point Model Pretraining with Autoencoding and Autoregressive CVPR 2024 NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields AAAI 2024 PointInfinity: Resolution-Invariant Point Diffusion Models CVPR 2024 TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process CVPR 2024 Towards Realistic Scene Generation with LiDAR Diffusion Models CVPR 2024 WonderJourney: Going from Anywhere to Everywhere CVPR 2024 DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion ICCV 2023 DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation NeurIPS 2023 Fast Point Cloud Generation With Straight Flows CVPR 2023 GECCO: Geometrically-Conditioned Point Diffusion Models ICCV 2023 SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics NeurIPS 2023 VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation NeurIPS 2023 Attention-Based Transformation from Latent Features to Point Clouds AAAI 2022