三维视觉论文趋势 2023–2026

三维重建与神经渲染

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 3,226 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

三维视觉论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20231525622333563
20242229644389751
202525416252434902
20262111971174851,010

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

全部三维视觉论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 222 篇，第 4 / 5 页

  1. NeurIPS 2024Neural Gaffer: Relighting Any Object via Diffusion
  2. NeurIPS 2024Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
  3. NeurIPS 2024Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
  4. NeurIPS 2024NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
  5. NeurIPS 2024Nonparametric Regression for 3D Point Cloud Learning
  6. NeurIPS 2024Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
  7. NeurIPS 2024OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
  8. NeurIPS 2024OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
  9. NeurIPS 2024ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
  10. NeurIPS 2024One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
  11. NeurIPS 2024OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
  12. NeurIPS 2024OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
  13. NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
  14. NeurIPS 2024PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
  15. NeurIPS 2024PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
  16. NeurIPS 2024Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
  17. NeurIPS 2024PhyRecon: Physically Plausible Neural Scene Reconstruction
  18. NeurIPS 2024Physically Compatible 3D Object Modeling from a Single Image
  19. NeurIPS 2024Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
  20. NeurIPS 2024Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
  21. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  22. NeurIPS 2024PointMamba: A Simple State Space Model for Point Cloud Analysis
  23. NeurIPS 2024Polyhedral Complex Derivation from Piecewise Trilinear Networks
  24. NeurIPS 2024PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
  25. NeurIPS 2024ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
  26. NeurIPS 2024ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
  27. NeurIPS 2024QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
  28. NeurIPS 2024R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
  29. NeurIPS 2024Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
  30. NeurIPS 2024RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
  31. NeurIPS 2024Reconstruction of Manipulated Garment with Guided Deformation Prior
  32. NeurIPS 2024ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
  33. NeurIPS 2024Rethinking 3D Convolution in $\ell_p$-norm Space
  34. NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes
  35. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
  36. NeurIPS 2024SceneCraft: Layout-Guided 3D Scene Generation
  37. NeurIPS 2024SCRREAM : SCan, Register, REnder And Map: A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a Benchmark
  38. NeurIPS 2024SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
  39. NeurIPS 2024SE(3)-bi-equivariant Transformers for Point Cloud Assembly
  40. NeurIPS 2024Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
  41. NeurIPS 2024SfPUEL: Shape from Polarization under Unknown Environment Light
  42. NeurIPS 2024Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
  43. NeurIPS 2024Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
  44. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
  45. NeurIPS 2024Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
  46. NeurIPS 2024SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
  47. NeurIPS 2024SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
  48. NeurIPS 2024STONE: A Submodular Optimization Framework for Active 3D Object Detection
  49. NeurIPS 2024Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
  50. NeurIPS 2024Subsurface Scattering for Gaussian Splatting

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 查三维视觉在 CVPR 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-vision"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇三维视觉论文？
共 3,226 篇，按年份分别是 2023 年 563 篇、2024 年 751 篇、2025 年 902 篇、2026 年 1,010 篇。
NeurIPS 2026 有多少篇三维视觉论文？
NeurIPS 2026 有 211 篇三维视觉论文，上一届是 254 篇。
ICLR 2026 有多少篇三维视觉论文？
ICLR 2026 有 197 篇三维视觉论文，上一届是 162 篇。
ICML 2026 有多少篇三维视觉论文？
ICML 2026 有 117 篇三维视觉论文，上一届是 52 篇。
CVPR 2026 有多少篇三维视觉论文？
CVPR 2026 有 485 篇三维视觉论文，上一届是 434 篇。
哪个会议的三维视觉论文最多？
CVPR，2023–2026 年共 1,641 篇。

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