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 3,224 篇，第 53 / 65 页

  1. NeurIPS 2024OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
  2. NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
  3. NeurIPS 2024PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
  4. NeurIPS 2024PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
  5. NeurIPS 2024Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
  6. NeurIPS 2024PhyRecon: Physically Plausible Neural Scene Reconstruction
  7. NeurIPS 2024Physically Compatible 3D Object Modeling from a Single Image
  8. NeurIPS 2024Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
  9. NeurIPS 2024Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
  10. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  11. NeurIPS 2024PointMamba: A Simple State Space Model for Point Cloud Analysis
  12. NeurIPS 2024Polyhedral Complex Derivation from Piecewise Trilinear Networks
  13. NeurIPS 2024PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
  14. NeurIPS 2024ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
  15. NeurIPS 2024ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
  16. NeurIPS 2024QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
  17. NeurIPS 2024R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
  18. NeurIPS 2024Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
  19. NeurIPS 2024RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
  20. NeurIPS 2024Reconstruction of Manipulated Garment with Guided Deformation Prior
  21. NeurIPS 2024ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
  22. NeurIPS 2024Rethinking 3D Convolution in $\ell_p$-norm Space
  23. NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes
  24. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
  25. NeurIPS 2024SceneCraft: Layout-Guided 3D Scene Generation
  26. NeurIPS 2024SCRREAM : SCan, Register, REnder And Map: A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a Benchmark
  27. NeurIPS 2024SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
  28. NeurIPS 2024SE(3)-bi-equivariant Transformers for Point Cloud Assembly
  29. NeurIPS 2024Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
  30. NeurIPS 2024SfPUEL: Shape from Polarization under Unknown Environment Light
  31. NeurIPS 2024Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
  32. NeurIPS 2024Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
  33. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
  34. NeurIPS 2024Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
  35. NeurIPS 2024SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
  36. NeurIPS 2024SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
  37. NeurIPS 2024STONE: A Submodular Optimization Framework for Active 3D Object Detection
  38. NeurIPS 2024Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
  39. NeurIPS 2024Subsurface Scattering for Gaussian Splatting
  40. NeurIPS 2024SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
  41. NeurIPS 2024TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
  42. NeurIPS 2024Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
  43. NeurIPS 2024Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
  44. NeurIPS 2024Tetrahedron Splatting for 3D Generation
  45. NeurIPS 2024TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
  46. NeurIPS 2024Toward Approaches to Scalability in 3D Human Pose Estimation
  47. NeurIPS 2024Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
  48. NeurIPS 2024Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
  49. NeurIPS 2024UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
  50. NeurIPS 2024UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections

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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