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 511 篇，第 8 / 11 页

  1. ICLR 2025Uncertainty modeling for fine-tuned implicit functions
  2. ICLR 2025UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting
  3. ICLR 2025UniRestore3D: A Scalable Framework For General Shape Restoration
  4. ICLR 2025Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model
  5. ICLR 2025UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping
  6. ICLR 2025VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control
  7. ICLR 2025Vision and Language Synergy for Rehearsal Free Continual Learning
  8. ICLR 2025What's the Move? Hybrid Imitation Learning via Salient Points
  9. ICLR 2025Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
  10. ICLR 20243D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
  11. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
  12. ICLR 20243D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
  13. ICLR 2024ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression
  14. ICLR 2024AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
  15. ICLR 2024Approximately Piecewise E(3) Equivariant Point Networks
  16. ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
  17. ICLR 2024Cameras as Rays: Pose Estimation via Ray Diffusion
  18. ICLR 2024Coordinate-Aware Modulation for Neural Fields
  19. ICLR 2024Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
  20. ICLR 2024Data-independent Module-aware Pruning for Hierarchical Vision Transformers
  21. ICLR 2024Decodable and Sample Invariant Continuous Object Encoder
  22. ICLR 2024Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
  23. ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
  24. ICLR 2024Denoising Diffusion via Image-Based Rendering
  25. ICLR 2024Differentiable Euler Characteristic Transforms for Shape Classification
  26. ICLR 2024DMV3D: Denoising Multi-view Diffusion Using 3D Large Reconstruction Model
  27. ICLR 2024DORSal: Diffusion for Object-centric Representations of Scenes $\textit{et al.}$
  28. ICLR 2024DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
  29. ICLR 2024DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
  30. ICLR 2024DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
  31. ICLR 2024DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
  32. ICLR 2024DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
  33. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
  34. ICLR 2024Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day
  35. ICLR 2024EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision
  36. ICLR 2024Enhanced Face Recognition using Intra-class Incoherence Constraint
  37. ICLR 2024FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
  38. ICLR 2024Frozen Transformers in Language Models Are Effective Visual Encoder Layers
  39. ICLR 2024Fully Hyperbolic Convolutional Neural Networks for Computer Vision
  40. ICLR 2024Generating Images with 3D Annotations Using Diffusion Models
  41. ICLR 2024Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields
  42. ICLR 2024Ghost on the Shell: An Expressive Representation of General 3D Shapes
  43. ICLR 2024GIM: Learning Generalizable Image Matcher From Internet Videos
  44. ICLR 2024GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors
  45. ICLR 2024GPAvatar: Generalizable and Precise Head Avatar from Image(s)
  46. ICLR 2024GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers
  47. ICLR 2024H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
  48. ICLR 2024HIFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance
  49. ICLR 2024How to Fine-Tune Vision Models with SGD
  50. ICLR 2024Improving the Convergence of Dynamic NeRFs via Optimal Transport

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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