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 751 篇，第 8 / 16 页

  1. CVPR 2024The More You See in 2D the More You Perceive in 3D
  2. CVPR 2024TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
  3. CVPR 2024Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer
  4. CVPR 2024Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction
  5. CVPR 2024Towards 3D Vision with Low-Cost Single-Photon Cameras
  6. CVPR 2024Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training
  7. CVPR 2024Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network
  8. CVPR 2024Towards Transferable Targeted 3D Adversarial Attack in the Physical World
  9. CVPR 2024Towards Understanding and Improving Adversarial Robustness of Vision Transformers
  10. CVPR 2024TransLoc4D: Transformer-based 4D Radar Place Recognition
  11. CVPR 2024TransNeXt: Robust Foveal Visual Perception for Vision Transformers
  12. CVPR 2024Tri-Perspective View Decomposition for Geometry-Aware Depth Completion
  13. CVPR 2024Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
  14. CVPR 2024TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations
  15. CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
  16. CVPR 2024Unifying Correspondence Pose and NeRF for Generalized Pose-Free Novel View Synthesis
  17. CVPR 2024UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition
  18. CVPR 2024UnO: Unsupervised Occupancy Fields for Perception and Forecasting
  19. CVPR 2024Unsupervised Occupancy Learning from Sparse Point Cloud
  20. CVPR 2024Unsupervised Template-assisted Point Cloud Shape Correspondence Network
  21. CVPR 2024VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction
  22. CVPR 2024Video2Game: Real-time Interactive Realistic and Browser-Compatible Environment from a Single Video
  23. CVPR 2024ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
  24. CVPR 2024Vision-and-Language Navigation via Causal Learning
  25. CVPR 2024Visual Point Cloud Forecasting enables Scalable Autonomous Driving
  26. CVPR 2024ViT-Lens: Towards Omni-modal Representations
  27. CVPR 2024ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models
  28. CVPR 2024VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation
  29. CVPR 2024WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects Under Occlusion
  30. CVPR 2024WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights
  31. CVPR 2024Weak-to-Strong 3D Object Detection with X-Ray Distillation
  32. CVPR 2024Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
  33. CVPR 2024WonderJourney: Going from Anywhere to Everywhere
  34. CVPR 2024WorDepth: Variational Language Prior for Monocular Depth Estimation
  35. CVPR 2024X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition
  36. CVPR 2024XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold
  37. CVPR 2024You Only Need Less Attention at Each Stage in Vision Transformers
  38. CVPR 2024ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image
  39. CVPR 2024ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining
  40. ICLR 20243D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
  41. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
  42. ICLR 20243D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
  43. ICLR 2024ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression
  44. ICLR 2024AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
  45. ICLR 2024Approximately Piecewise E(3) Equivariant Point Networks
  46. ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
  47. ICLR 2024Cameras as Rays: Pose Estimation via Ray Diffusion
  48. ICLR 2024Coordinate-Aware Modulation for Neural Fields
  49. ICLR 2024Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
  50. ICLR 2024Data-independent Module-aware Pruning for Hierarchical 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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