| Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention | May 23, 2025 | 3D Generation3D geometry | CodeCode Available | 5 |
| TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models | Feb 10, 2025 | 3D Generation3D Reconstruction | CodeCode Available | 5 |
| Unleashing Vecset Diffusion Model for Fast Shape Generation | Mar 20, 2025 | 3D Generation3D Shape Generation | CodeCode Available | 3 |
| Pandora3D: A Comprehensive Framework for High-Quality 3D Shape and Texture Generation | Feb 20, 2025 | 3D Shape GenerationTexture Synthesis | CodeCode Available | 3 |
| Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer | May 23, 2024 | 3D Generation3D Reconstruction | CodeCode Available | 3 |
| OctFusion: Octree-based Diffusion Models for 3D Shape Generation | Aug 27, 2024 | 3D Generation3D Shape Generation | CodeCode Available | 3 |
| Deep Generative Models on 3D Representations: A Survey | Oct 27, 2022 | 3D-Aware Image Synthesis3D Shape Generation | CodeCode Available | 3 |
| OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation | Apr 14, 2025 | 3D Shape Generation | CodeCode Available | 2 |
| XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies | Dec 6, 2023 | 3D Shape GenerationScene Generation | CodeCode Available | 2 |
| Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation | Jun 29, 2023 | 3D Shape GenerationDecoder | CodeCode Available | 2 |
| DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | Jul 4, 2023 | 3D Shape GenerationDenoising | CodeCode Available | 2 |
| LION: Latent Point Diffusion Models for 3D Shape Generation | Oct 12, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 2 |
| SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation | Dec 8, 2022 | 3D Reconstruction3D Shape Generation | CodeCode Available | 2 |
| ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators | Aug 21, 2021 | 3D Shape Generation3D Shape Reconstruction | CodeCode Available | 1 |
| 3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability | Jul 26, 2023 | 3D Shape Generation3D Shape Representation | CodeCode Available | 1 |
| 3D VR Sketch Guided 3D Shape Prototyping and Exploration | Jun 19, 2023 | 3D Shape Generation3D Shape Modeling | CodeCode Available | 1 |
| 3D Shape Temporal Aggregation for Video-Based Clothing-Change Person Re-Identication | Mar 9, 2023 | 3D Shape GenerationPerson Re-Identification | CodeCode Available | 1 |
| 3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process | Mar 18, 2023 | 3D Shape GenerationPoint Cloud Completion | CodeCode Available | 1 |
| Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences | Nov 24, 2021 | 3D Shape GenerationImage Generation | CodeCode Available | 1 |
| DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations | Jan 23, 2024 | 3D Shape GenerationImage Generation | CodeCode Available | 1 |
| DreamStone: Image as Stepping Stone for Text-Guided 3D Shape Generation | Mar 24, 2023 | 3D Shape Generation | CodeCode Available | 1 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 |
| ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation | Sep 9, 2022 | 3D Shape Generation | CodeCode Available | 1 |
| Neural Wavelet-domain Diffusion for 3D Shape Generation | Sep 19, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 1 |
| 3D Shape Generation and Completion through Point-Voxel Diffusion | Apr 8, 2021 | 3D Shape GenerationDenoising | CodeCode Available | 1 |
