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 839 篇，第 11 / 17 页

  1. NeurIPS 2024DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
  2. NeurIPS 2024DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
  3. NeurIPS 2024DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
  4. NeurIPS 2024DiffGS: Functional Gaussian Splatting Diffusion
  5. NeurIPS 2024DiffSF: Diffusion Models for Scene Flow Estimation
  6. NeurIPS 2024DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
  7. NeurIPS 2024Diffusing Differentiable Representations
  8. NeurIPS 2024Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
  9. NeurIPS 2024DisC-GS: Discontinuity-aware Gaussian Splatting
  10. NeurIPS 2024DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
  11. NeurIPS 2024Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
  12. NeurIPS 2024DMesh: A Differentiable Mesh Representation
  13. NeurIPS 2024DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
  14. NeurIPS 2024DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
  15. NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
  16. NeurIPS 2024DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
  17. NeurIPS 2024DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
  18. NeurIPS 2024DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
  19. NeurIPS 2024Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
  20. NeurIPS 2024Dual-Diffusion for Binocular 3D Human Pose Estimation
  21. NeurIPS 2024Dynamic 3D Gaussian Fields for Urban Areas
  22. NeurIPS 2024Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
  23. NeurIPS 2024EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
  24. NeurIPS 2024EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
  25. NeurIPS 2024ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration
  26. NeurIPS 2024Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
  27. NeurIPS 2024ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
  28. NeurIPS 2024Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
  29. NeurIPS 2024Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
  30. NeurIPS 2024Fast Encoder-Based 3D from Casual Videos via Point Track Processing
  31. NeurIPS 2024FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
  32. NeurIPS 2024FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
  33. NeurIPS 2024Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
  34. NeurIPS 2024FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
  35. NeurIPS 2024Flatten Anything: Unsupervised Neural Surface Parameterization
  36. NeurIPS 2024FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
  37. NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
  38. NeurIPS 2024From Chaos to Clarity: 3DGS in the Dark
  39. NeurIPS 2024Fully Explicit Dynamic Gaussian Splatting
  40. NeurIPS 2024Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
  41. NeurIPS 2024GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
  42. NeurIPS 2024GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
  43. NeurIPS 2024GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
  44. NeurIPS 2024Generalizable and Animatable Gaussian Head Avatar
  45. NeurIPS 2024Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
  46. NeurIPS 2024GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
  47. NeurIPS 2024Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
  48. NeurIPS 2024GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
  49. NeurIPS 2024GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
  50. NeurIPS 2024Grid4D: 4D Decomposed Hash Encoding for High-Fidelity Dynamic Gaussian Splatting

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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