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 64 / 65 页

  1. NeurIPS 2023Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
  2. NeurIPS 2023LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction
  3. NeurIPS 2023LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
  4. NeurIPS 2023Lightweight Vision Transformer with Bidirectional Interaction
  5. NeurIPS 2023Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos
  6. NeurIPS 2023Lookaround Optimizer: $k$ steps around, 1 step average
  7. NeurIPS 2023Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
  8. NeurIPS 2023Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
  9. NeurIPS 2023Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction
  10. NeurIPS 2023MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
  11. NeurIPS 2023Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation
  12. NeurIPS 2023MiliPoint: A Point Cloud Dataset for mmWave Radar
  13. NeurIPS 2023Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
  14. NeurIPS 2023Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
  15. NeurIPS 2023Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
  16. NeurIPS 2023NAP: Neural 3D Articulated Object Prior
  17. NeurIPS 2023NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
  18. NeurIPS 2023NeRF Revisited: Fixing Quadrature Instability in Volume Rendering
  19. NeurIPS 2023NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation
  20. NeurIPS 2023NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
  21. NeurIPS 2023NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
  22. NeurIPS 2023NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
  23. NeurIPS 2023NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
  24. NeurIPS 2023Objaverse-XL: A Universe of 10M+ 3D Objects
  25. NeurIPS 2023Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations
  26. NeurIPS 2023Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
  27. NeurIPS 2023One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
  28. NeurIPS 2023OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
  29. NeurIPS 2023OpenMask3D: Open-Vocabulary 3D Instance Segmentation
  30. NeurIPS 2023OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
  31. NeurIPS 2023PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
  32. NeurIPS 2023PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
  33. NeurIPS 2023PAPR: Proximity Attention Point Rendering
  34. NeurIPS 2023PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
  35. NeurIPS 2023Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
  36. NeurIPS 2023PointGPT: Auto-regressively Generative Pre-training from Point Clouds
  37. NeurIPS 2023PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds
  38. NeurIPS 2023PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
  39. NeurIPS 2023ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
  40. NeurIPS 2023Prototypical Variational Autoencoder for 3D Few-shot Object Detection
  41. NeurIPS 2023Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
  42. NeurIPS 2023PyNeRF: Pyramidal Neural Radiance Fields
  43. NeurIPS 2023Query-based Temporal Fusion with Explicit Motion for 3D Object Detection
  44. NeurIPS 2023RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
  45. NeurIPS 2023RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
  46. NeurIPS 2023Real3D-AD: A Dataset of Point Cloud Anomaly Detection
  47. NeurIPS 2023Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
  48. NeurIPS 2023RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
  49. NeurIPS 2023ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction
  50. NeurIPS 2023Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model

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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