{"total":29,"rows":[{"id":"2210.06978","title":"LION: Latent Point Diffusion Models for 3D Shape Generation","created":"2022-10-12","cited_by_count":553,"area":"diffusion"},{"id":"2307.01831","title":"DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation","created":"2023-07-04","cited_by_count":110,"area":"diffusion"},{"id":"2212.00842","title":"3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models","created":"2022-12-01","cited_by_count":67,"area":"diffusion"},{"id":"2212.01747","title":"Fast Point Cloud Generation with Straight Flows","created":"2022-12-04","cited_by_count":56,"area":"diffusion"},{"id":"2404.02954","title":"Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections","created":"2024-04-03","cited_by_count":47,"area":"diffusion"},{"id":"2303.07938","title":"Controllable Mesh Generation Through Sparse Latent Point Diffusion Models","created":"2023-03-14","cited_by_count":41,"area":"diffusion"},{"id":"2308.02874","title":"Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation","created":"2023-08-05","cited_by_count":36,"area":"diffusion"},{"id":"2411.00698","title":"Wasserstein Flow Matching: Generative modeling over families of distributions","created":"2024-11-01","cited_by_count":28,"area":"diffusion"},{"id":"2303.05916","title":"GECCO: Geometrically-Conditioned Point Diffusion Models","created":"2023-03-10","cited_by_count":24,"area":"diffusion"},{"id":"2404.03566","title":"PointInfinity: Resolution-Invariant Point Diffusion Models","created":"2024-04-04","cited_by_count":15,"area":"diffusion"},{"id":"2312.14124","title":"Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation","created":"2023-12-21","cited_by_count":11,"area":"diffusion"},{"id":"2312.04875","title":"MVDD: Multi-View Depth Diffusion Models","created":"2023-12-08","cited_by_count":10,"area":"diffusion"},{"id":"2311.12090","title":"FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation","created":"2023-11-20","cited_by_count":9,"area":"diffusion"},{"id":"2312.07231","title":"Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation","created":"2023-12-12","cited_by_count":9,"area":"diffusion"},{"id":"2408.06145","title":"Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models","created":"2024-08-12","cited_by_count":7,"area":"diffusion"},{"id":"2412.19413","title":"Multi-scale Latent Point Consistency Models for 3D Shape Generation","created":"2024-12-27","cited_by_count":7,"area":"diffusion"},{"id":"2503.08737","title":"Representing 3D Shapes With 64 Latent Vectors for 3D Diffusion Models","created":"2025-03-11","cited_by_count":6,"area":"diffusion"},{"id":"2211.10865","title":"IC3D: Image-Conditioned 3D Diffusion for Shape Generation","created":"2022-11-20","cited_by_count":5,"area":"diffusion"},{"id":"2404.02396","title":"Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint","created":"2024-04-03","cited_by_count":5,"area":"diffusion"},{"id":"2506.20705","title":"On Convolutions, Intrinsic Dimension, and Diffusion Models","created":"2025-06-25","cited_by_count":3,"area":"diffusion"},{"id":"2511.20041","title":"MFM-point: Multi-scale Flow Matching for Point Cloud Generation","created":"2025-11-25","cited_by_count":3,"area":"diffusion"},{"id":"2604.20041","title":"Normalizing Flows with Iterative Denoising","created":"2026-04-21","cited_by_count":3,"area":"diffusion"},{"id":"2509.01492","title":"A Continuous-Time Consistency Model for 3D Point Cloud Generation","created":"2025-09-01","cited_by_count":2,"area":"diffusion"},{"id":"2605.02222","title":"Generative Modeling with Orbit-Space Particle Flow Matching","created":"2026-05-04","cited_by_count":2,"area":"diffusion"},{"id":"2505.09140","title":"TopoDiT-3D: Topology-Aware Diffusion Transformer with Bottleneck Structure for 3D Point Cloud Generation","created":"2025-05-14","cited_by_count":1,"area":"diffusion"},{"id":"2408.15899","title":"Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones","created":"2024-08-28","cited_by_count":0,"area":"diffusion"},{"id":"2503.13004","title":"TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba","created":"2025-03-17","cited_by_count":0,"area":"diffusion"},{"id":"2509.22592","title":"OT-MeanFlow3D: Bridging Optimal Transport and Meanflow for Efficient 3D Point Cloud Generation","created":"2025-09-26","cited_by_count":0,"area":"diffusion"},{"id":"2608.05557","title":"Hierarchical Flow Matching for 3D Point Cloud Generation","created":"2026-08-06","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}