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 6 / 12 页

  1. CVPR 2023RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation
  2. CVPR 2023Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation
  3. CVPR 2023RGB No More: Minimally-Decoded JPEG Vision Transformers
  4. CVPR 2023RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer
  5. CVPR 2023Robust Multiview Point Cloud Registration With Reliable Pose Graph Initialization and History Reweighting
  6. CVPR 2023RobustNeRF: Ignoring Distractors With Robust Losses
  7. CVPR 2023RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
  8. CVPR 2023Rotation-Invariant Transformer for Point Cloud Matching
  9. CVPR 2023RUST: Latent Neural Scene Representations From Unposed Imagery
  10. CVPR 2023SCADE: NeRFs from Space Carving With Ambiguity-Aware Depth Estimates
  11. CVPR 2023SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy
  12. CVPR 2023SCPNet: Semantic Scene Completion on Point Cloud
  13. CVPR 2023SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
  14. CVPR 2023SE-ORNet: Self-Ensembling Orientation-Aware Network for Unsupervised Point Cloud Shape Correspondence
  15. CVPR 2023SeaThru-NeRF: Neural Radiance Fields in Scattering Media
  16. CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
  17. CVPR 2023Self-Positioning Point-Based Transformer for Point Cloud Understanding
  18. CVPR 2023Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
  19. CVPR 2023Self-Supervised Super-Plane for Neural 3D Reconstruction
  20. CVPR 2023Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus
  21. CVPR 2023SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
  22. CVPR 2023SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization
  23. CVPR 2023ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
  24. CVPR 2023Shape, Pose, and Appearance From a Single Image via Bootstrapped Radiance Field Inversion
  25. CVPR 2023SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds
  26. CVPR 2023SINE: Semantic-Driven Image-Based NeRF Editing With Prior-Guided Editing Field
  27. CVPR 2023SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images
  28. CVPR 2023Sliced Optimal Partial Transport
  29. CVPR 2023Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention
  30. CVPR 2023SlowLiDAR: Increasing the Latency of LiDAR-Based Detection Using Adversarial Examples
  31. CVPR 2023SPARF: Neural Radiance Fields From Sparse and Noisy Poses
  32. CVPR 2023SparseFusion: Distilling View-Conditioned Diffusion for 3D Reconstruction
  33. CVPR 2023SparsePose: Sparse-View Camera Pose Regression and Refinement
  34. CVPR 2023SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
  35. CVPR 2023Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers
  36. CVPR 2023Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild
  37. CVPR 2023Sphere-Guided Training of Neural Implicit Surfaces
  38. CVPR 2023Spherical Transformer for LiDAR-Based 3D Recognition
  39. CVPR 2023SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
  40. CVPR 2023Starting From Non-Parametric Networks for 3D Point Cloud Analysis
  41. CVPR 2023SteerNeRF: Accelerating NeRF Rendering via Smooth Viewpoint Trajectory
  42. CVPR 2023STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition
  43. CVPR 2023Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
  44. CVPR 2023Structured 3D Features for Reconstructing Controllable Avatars
  45. CVPR 2023SUDS: Scalable Urban Dynamic Scenes
  46. CVPR 2023SunStage: Portrait Reconstruction and Relighting Using the Sun as a Light Stage
  47. CVPR 2023SurfelNeRF: Neural Surfel Radiance Fields for Online Photorealistic Reconstruction of Indoor Scenes
  48. CVPR 2023Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion
  49. CVPR 2023TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving
  50. CVPR 2023Teaching Matters: Investigating the Role of Supervision in Vision Transformers

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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