| Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT | Jun 5, 2024 | Image GenerationPoint Cloud Generation | CodeCode Available | 7 |
| DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | Jul 4, 2023 | 3D Shape GenerationDenoising | CodeCode Available | 2 |
| Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models | Aug 12, 2024 | Computational EfficiencyPoint Cloud Completion | CodeCode Available | 2 |
| PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | Jun 28, 2019 | Point Cloud GenerationVariational Inference | CodeCode Available | 2 |
| LION: Latent Point Diffusion Models for 3D Shape Generation | Oct 12, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 2 |
| LidarDM: Generative LiDAR Simulation in a Generated World | Apr 3, 2024 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 2 |
| A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion | Dec 7, 2021 | DenoisingPoint Cloud Completion | CodeCode Available | 1 |
| Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion | Jul 31, 2023 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 1 |
| Autoregressive 3D Shape Generation via Canonical Mapping | Apr 5, 2022 | 3D Shape GenerationPoint Cloud Generation | CodeCode Available | 1 |
| Diffusion Probabilistic Models for 3D Point Cloud Generation | Mar 2, 2021 | Data AugmentationPoint Cloud Generation | CodeCode Available | 1 |
