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 563 篇，第 11 / 12 页

  1. NeurIPS 2023MiliPoint: A Point Cloud Dataset for mmWave Radar
  2. NeurIPS 2023Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
  3. NeurIPS 2023Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
  4. NeurIPS 2023Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
  5. NeurIPS 2023NAP: Neural 3D Articulated Object Prior
  6. NeurIPS 2023NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
  7. NeurIPS 2023NeRF Revisited: Fixing Quadrature Instability in Volume Rendering
  8. NeurIPS 2023NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation
  9. NeurIPS 2023NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
  10. NeurIPS 2023NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
  11. NeurIPS 2023NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
  12. NeurIPS 2023NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
  13. NeurIPS 2023Objaverse-XL: A Universe of 10M+ 3D Objects
  14. NeurIPS 2023Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations
  15. NeurIPS 2023Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
  16. NeurIPS 2023One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
  17. NeurIPS 2023OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
  18. NeurIPS 2023OpenMask3D: Open-Vocabulary 3D Instance Segmentation
  19. NeurIPS 2023OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
  20. NeurIPS 2023PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
  21. NeurIPS 2023PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
  22. NeurIPS 2023PAPR: Proximity Attention Point Rendering
  23. NeurIPS 2023PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
  24. NeurIPS 2023Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
  25. NeurIPS 2023PointGPT: Auto-regressively Generative Pre-training from Point Clouds
  26. NeurIPS 2023PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds
  27. NeurIPS 2023PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
  28. NeurIPS 2023ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
  29. NeurIPS 2023Prototypical Variational Autoencoder for 3D Few-shot Object Detection
  30. NeurIPS 2023Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
  31. NeurIPS 2023PyNeRF: Pyramidal Neural Radiance Fields
  32. NeurIPS 2023Query-based Temporal Fusion with Explicit Motion for 3D Object Detection
  33. NeurIPS 2023RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
  34. NeurIPS 2023RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
  35. NeurIPS 2023Real3D-AD: A Dataset of Point Cloud Anomaly Detection
  36. NeurIPS 2023Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
  37. NeurIPS 2023RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
  38. NeurIPS 2023ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction
  39. NeurIPS 2023Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
  40. NeurIPS 2023Scattering Vision Transformer: Spectral Mixing Matters
  41. NeurIPS 2023SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation
  42. NeurIPS 2023Segment Any Point Cloud Sequences by Distilling Vision Foundation Models
  43. NeurIPS 2023Segment Anything in 3D with NeRFs
  44. NeurIPS 2023Sensitivity in Translation Averaging
  45. NeurIPS 2023ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
  46. NeurIPS 2023Slot-guided Volumetric Object Radiance Fields
  47. NeurIPS 2023Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark
  48. NeurIPS 2023Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects
  49. NeurIPS 2023STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection
  50. NeurIPS 2023Template-free Articulated Neural Point Clouds for Reposable View Synthesis

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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