三维生成论文趋势 2023–2026
三维资产生成
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 27 篇被归入该主题的论文。
主要结论
- 三维生成论文从 2023 年的 17 篇降到 2026 年的 5 篇，热度在回落。
- NeurIPS 是发三维生成论文最多的会议，2023–2026 年共 19 篇，占四个会议总量的 70%。
- 在「多模态生成」的 5 个主题里，它的 2026 年论文数排第 5；同组增长最快的叙事生成是 15 倍，三维生成是 0.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 16 | 0 | 1 | 0 | 17 |
| 2024 | 0 | 0 | 0 | 0 | 0 |
| 2025 | 2 | 0 | 0 | 3 | 5 |
| 2026 | 1 | 1 | 1 | 2 | 5 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- NeurIPS 2026Articraft: An Agentic System for Scalable Articulated 3D Asset Generation
- ICML 2026LabBuilder: Protocol-Grounded 3D Layout Generation for Interactable and Safe Laboratory
- ICLR 2026RefAny3D: 3D Asset-Referenced Diffusion Models for Image Generation
- CVPR 2026Easy3E Feed-Forward 3D Asset Editing via Rectified Voxel Flow
- NeurIPS 2025MetaFind: Scene-Aware 3D Asset Retrieval for Coherent Metaverse Scene Generation
- CVPR 20253DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
- NeurIPS 2023Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
- ICML 2023Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
- CVPR 2026NeAR Coupled Neural Asset-Renderer Stack
- NeurIPS 2025PhysX-3D: Physical-Grounded 3D Asset Generation
- CVPR 2025DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation
- NeurIPS 2023VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
- CVPR 2025Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation
- NeurIPS 2023XAGen: 3D Expressive Human Avatars Generation
- NeurIPS 20233D molecule generation by denoising voxel grids
- NeurIPS 20233D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
- NeurIPS 2023DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
- NeurIPS 2023DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
- NeurIPS 2023Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation
- NeurIPS 2023PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
全部三维生成论文
共 17 篇，第 1 / 1 页
- ICML 2023Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
- NeurIPS 20233D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
- NeurIPS 20233D molecule generation by denoising voxel grids
- NeurIPS 2023AbDiffuser: full-atom generation of in-vitro functioning antibodies
- NeurIPS 2023CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
- NeurIPS 2023Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
- NeurIPS 2023DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
- NeurIPS 2023DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
- NeurIPS 2023Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation
- NeurIPS 2023Estimating Generic 3D Room Structures from 2D Annotations
- NeurIPS 2023Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction
- NeurIPS 2023LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation
- NeurIPS 2023Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
- NeurIPS 2023PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
- NeurIPS 2023Unified 3D Segmenter As Prototypical Classifiers
- NeurIPS 2023VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
- NeurIPS 2023XAGen: 3D Expressive Human Avatars Generation
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查三维生成在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "3d-generation"}
常见问题
- 2023–2026 年四大会议一共有多少篇三维生成论文？
- 共 27 篇，按年份分别是 2023 年 17 篇、2024 年 0 篇、2025 年 5 篇、2026 年 5 篇。
- NeurIPS 2026 有多少篇三维生成论文？
- NeurIPS 2026 有 1 篇三维生成论文，上一届是 2 篇。
- ICLR 2026 有多少篇三维生成论文？
- ICLR 2026 有 1 篇三维生成论文。
- ICML 2026 有多少篇三维生成论文？
- ICML 2026 有 1 篇三维生成论文。
- CVPR 2026 有多少篇三维生成论文？
- CVPR 2026 有 2 篇三维生成论文，上一届是 3 篇。
- 哪个会议的三维生成论文最多？
- NeurIPS，2023–2026 年共 19 篇。