| TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models | Feb 10, 2025 | 3D Generation3D Reconstruction | CodeCode Available | 5 | 5 |
| Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention | May 23, 2025 | 3D Generation3D geometry | CodeCode Available | 5 | 5 |
| Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer | May 23, 2024 | 3D Generation3D Reconstruction | CodeCode Available | 3 | 5 |
| Deep Generative Models on 3D Representations: A Survey | Oct 27, 2022 | 3D-Aware Image Synthesis3D Shape Generation | CodeCode Available | 3 | 5 |
| OctFusion: Octree-based Diffusion Models for 3D Shape Generation | Aug 27, 2024 | 3D Generation3D Shape Generation | CodeCode Available | 3 | 5 |
| Unleashing Vecset Diffusion Model for Fast Shape Generation | Mar 20, 2025 | 3D Generation3D Shape Generation | CodeCode Available | 3 | 5 |
| Pandora3D: A Comprehensive Framework for High-Quality 3D Shape and Texture Generation | Feb 20, 2025 | 3D Shape GenerationTexture Synthesis | CodeCode Available | 3 | 5 |
| LION: Latent Point Diffusion Models for 3D Shape Generation | Oct 12, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 2 | 5 |
| XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies | Dec 6, 2023 | 3D Shape GenerationScene Generation | CodeCode Available | 2 | 5 |
| DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | Jul 4, 2023 | 3D Shape GenerationDenoising | CodeCode Available | 2 | 5 |
| OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation | Apr 14, 2025 | 3D Shape Generation | CodeCode Available | 2 | 5 |
| Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation | Jun 29, 2023 | 3D Shape GenerationDecoder | CodeCode Available | 2 | 5 |
| SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation | Dec 8, 2022 | 3D Reconstruction3D Shape Generation | CodeCode Available | 2 | 5 |
| SALAD: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation | Mar 21, 2023 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| 3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability | Jul 26, 2023 | 3D Shape Generation3D Shape Representation | CodeCode Available | 1 | 5 |
| PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions | Mar 19, 2020 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation | Nov 23, 2022 | 3D Shape GenerationDenoising | CodeCode Available | 1 | 5 |
| SLiMe: Segment Like Me | Sep 6, 2023 | 3D Shape GenerationSegmentation | CodeCode Available | 1 | 5 |
| ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model | Jul 19, 2022 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation | Aug 10, 2021 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations | Jan 23, 2024 | 3D Shape GenerationImage Generation | CodeCode Available | 1 | 5 |
| DreamStone: Image as Stepping Stone for Text-Guided 3D Shape Generation | Mar 24, 2023 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation | Jun 24, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 1 | 5 |
| 3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process | Mar 18, 2023 | 3D Shape GenerationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| 3D VR Sketch Guided 3D Shape Prototyping and Exploration | Jun 19, 2023 | 3D Shape Generation3D Shape Modeling | CodeCode Available | 1 | 5 |
| Combinatorial 3D Shape Generation via Sequential Assembly | Apr 16, 2020 | 3D Shape GenerationBayesian Optimization | CodeCode Available | 1 | 5 |
| 3D Shape Temporal Aggregation for Video-Based Clothing-Change Person Re-Identication | Mar 9, 2023 | 3D Shape GenerationPerson Re-Identification | CodeCode Available | 1 | 5 |
| ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation | Sep 9, 2022 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators | Aug 21, 2021 | 3D Shape Generation3D Shape Reconstruction | CodeCode Available | 1 | 5 |
| DSG-Net: Learning Disentangled Structure and Geometry for 3D Shape Generation | Aug 12, 2020 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| 3D Shape Generation and Completion through Point-Voxel Diffusion | Apr 8, 2021 | 3D Shape GenerationDenoising | CodeCode Available | 1 | 5 |
| Autoregressive 3D Shape Generation via Canonical Mapping | Apr 5, 2022 | 3D Shape GenerationPoint Cloud Generation | CodeCode Available | 1 | 5 |
| Neural Wavelet-domain Diffusion for 3D Shape Generation | Sep 19, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 1 | 5 |
| Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences | Nov 24, 2021 | 3D Shape GenerationImage Generation | CodeCode Available | 1 | 5 |
| EXIM: A Hybrid Explicit-Implicit Representation for Text-Guided 3D Shape Generation | Nov 3, 2023 | 3D Shape Generation3D Shape Representation | CodeCode Available | 1 | 5 |
| Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process | Jan 1, 2023 | 3D Shape GenerationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Towards Implicit Text-Guided 3D Shape Generation | Mar 28, 2022 | 3D Shape Generation | CodeCode Available | 1 | 5 |
| UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion | Apr 10, 2024 | 3D Shape GenerationImage Generation | CodeCode Available | 1 | 5 |
| Learning to Dress 3D People in Generative Clothing | Jul 31, 2019 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 0 | 5 |
| Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes | Jan 1, 2023 | 3D Shape GenerationComputational Efficiency | CodeCode Available | 0 | 5 |
| StructureNet: Hierarchical Graph Networks for 3D Shape Generation | Aug 1, 2019 | 3D Shape Generation | CodeCode Available | 0 | 5 |
| SurfNet: Generating 3D shape surfaces using deep residual networks | Mar 12, 2017 | 3D Shape GenerationImage Generation | CodeCode Available | 0 | 5 |
| Learning elementary structures for 3D shape generation and matching | Aug 13, 2019 | 3D Dense Shape Correspondence3D Shape Generation | CodeCode Available | 0 | 5 |
| Learning a Hierarchical Latent-Variable Model of 3D Shapes | May 17, 2017 | 3D Object Classification3D Object Recognition | CodeCode Available | 0 | 5 |
| Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis | Mar 10, 2021 | 3D Shape GenerationAttribute | CodeCode Available | 0 | 5 |
| 3D Point Capsule Networks | Dec 27, 2018 | 3D Feature Matching3D Geometry Perception | CodeCode Available | 0 | 5 |
| PolyGen: An Autoregressive Generative Model of 3D Meshes | Feb 23, 2020 | 3D geometry3D Shape Generation | CodeCode Available | 0 | 5 |
| Score Distillation via Reparametrized DDIM | May 24, 2024 | 3D Generation3D Shape Generation | CodeCode Available | 0 | 5 |
| Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics | Oct 17, 2019 | 3D Object Reconstruction From A Single Image3D Reconstruction | CodeCode Available | 0 | 5 |
| ASUR3D: Arbitrary Scale Upsampling and Refinement of 3D Point Clouds using Local Occupancy Fields | Oct 2, 2023 | 3D Reconstruction3D Shape Generation | CodeCode Available | 0 | 5 |
