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 1,639 篇，第 24 / 33 页

  1. CVPR 2024MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior
  2. CVPR 2024NC-SDF: Enhancing Indoor Scene Reconstruction Using Neural SDFs with View-Dependent Normal Compensation
  3. CVPR 2024NEAT: Distilling 3D Wireframes from Neural Attraction Fields
  4. CVPR 2024NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis
  5. CVPR 2024NeRF Analogies: Example-Based Visual Attribute Transfer for NeRFs
  6. CVPR 2024NeRF Director: Revisiting View Selection in Neural Volume Rendering
  7. CVPR 2024NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
  8. CVPR 2024NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation
  9. CVPR 2024NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation
  10. CVPR 2024NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows
  11. CVPR 2024NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
  12. CVPR 2024NeuRAD: Neural Rendering for Autonomous Driving
  13. CVPR 2024Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling
  14. CVPR 2024Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation
  15. CVPR 2024Neural Visibility Field for Uncertainty-Driven Active Mapping
  16. CVPR 2024Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers
  17. CVPR 2024Novel View Synthesis with View-Dependent Effects from a Single Image
  18. CVPR 2024NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
  19. CVPR 2024NViST: In the Wild New View Synthesis from a Single Image with Transformers
  20. CVPR 2024OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
  21. CVPR 2024Object Dynamics Modeling with Hierarchical Point Cloud-based Representations
  22. CVPR 2024Objects as Volumes: A Stochastic Geometry View of Opaque Solids
  23. CVPR 2024ODIN: A Single Model for 2D and 3D Segmentation
  24. CVPR 2024OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning
  25. CVPR 2024On Scaling Up a Multilingual Vision and Language Model
  26. CVPR 2024On the Faithfulness of Vision Transformer Explanations
  27. CVPR 2024On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation
  28. CVPR 2024Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
  29. CVPR 2024OneFormer3D: One Transformer for Unified Point Cloud Segmentation
  30. CVPR 2024OneLLM: One Framework to Align All Modalities with Language
  31. CVPR 2024OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising
  32. CVPR 2024Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance
  33. CVPR 2024Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
  34. CVPR 2024PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular Video
  35. CVPR 2024PAPR in Motion: Seamless Point-level 3D Scene Interpolation
  36. CVPR 2024PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference
  37. CVPR 2024PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation
  38. CVPR 2024Perceptual Assessment and Optimization of HDR Image Rendering
  39. CVPR 2024Physical Property Understanding from Language-Embedded Feature Fields
  40. CVPR 2024Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models
  41. CVPR 2024PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF
  42. CVPR 2024pix2gestalt: Amodal Segmentation by Synthesizing Wholes
  43. CVPR 2024pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction
  44. CVPR 2024PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling
  45. CVPR 2024PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar
  46. CVPR 2024Point Cloud Pre-training with Diffusion Models
  47. CVPR 2024Point Transformer V3: Simpler Faster Stronger
  48. CVPR 2024PointInfinity: Resolution-Invariant Point Diffusion Models
  49. CVPR 2024Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts
  50. CVPR 2024PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates

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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