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 483 篇，第 5 / 10 页

  1. CVPR 2026IR-HGP Physically-Aware Gaussian Inverse Rendering for High-Illumination Scenes via Generative
  2. CVPR 2026iSplat Iterative Learning for Fine-Grained Gaussian Splatting
  3. CVPR 2026L2DGS Low-Light Dynamic Gaussian Splatting
  4. CVPR 2026LagerNVS Latent Geometry for Fully Neural Real-time Novel View Synthesis
  5. CVPR 2026LangRef3DGS Natural Language-Guided 3D Referential Segmentation from Partial Observations via
  6. CVPR 2026Layered 4D-Rotor Gaussian Splatting A Compressed Representation for Long Dynamic
  7. CVPR 2026Learning 3D Reconstruction with Priors in Test Time
  8. CVPR 2026Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images
  9. CVPR 2026Learning Compact 3D Representations from Feed-Forward Novel View Synthesis
  10. CVPR 2026Learning Convex Decomposition via Feature Fields
  11. CVPR 2026Learning Coordinate-based Convolutional Kernels for Continuous SE3 Equivariant and Efficient
  12. CVPR 2026Learning Differentiable Hierarchies in 3D Gaussian Splatting
  13. CVPR 2026Learning Explicit Continuous Motion Representation for Dynamic Gaussian Splatting from
  14. CVPR 2026Learning to Infer Parameterized Representations of Plants from 3D Scans
  15. CVPR 2026Let it Snow Animating 3D Gaussian Scenes with Dynamic Weather
  16. CVPR 2026LitePT Lighter Yet Stronger Point Transformer
  17. CVPR 2026LiteVGGT Boosting Vanilla VGGT via Geometry-aware Cached Token Merging
  18. CVPR 2026LNEM Lunar Neural Elevation Model
  19. CVPR 2026Localizing Structuring and Rendering Bridging 3D and 2D Vision-Language-Action Models
  20. CVPR 2026LoG3D Ultra-High-Resolution 3D Shape Modeling via Local-to-Global Partitioning
  21. CVPR 2026LongStream Long-Sequence Streaming Autoregressive Visual Geometry
  22. CVPR 2026LookasideVLN Direction-Aware Aerial Vision-and-Language Navigation
  23. CVPR 2026Low-Rank Test-Time Training for Pre-Trained Point Cloud Models
  24. CVPR 2026LS-ViT Least-Squares Hessian Based Block Reconstruction for Low-Bit Post-Training Quantization
  25. CVPR 2026LumiMotion Improving Gaussian Relighting with Scene Dynamics
  26. CVPR 2026LuxRemix Lighting Decomposition and Remixing for Indoor Scenes
  27. CVPR 2026LVLM-Aided Alignment of Task-Specific Vision Models
  28. CVPR 2026Mamba Learns in Context Structure-Aware Domain Generalization for Multi-Task Point
  29. CVPR 2026MambaSIC Mamba-based Stereo Image Compression with Bi-directional Multi-reference Entropy Model
  30. CVPR 2026MAPo Motion-Aware Partitioning of Deformable 3D Gaussian Splatting for High-Fidelity
  31. CVPR 2026Mark4D Temporally-Consistent Watermarking for 4D Gaussian Splatting
  32. CVPR 2026MatSpray Fusing 2D Material World Knowledge on 3D Geometry
  33. CVPR 2026MERG3R A Divide-and-Conquer Approach to Large-Scale Neural Visual Geometry
  34. CVPR 2026Mesh4D 4D Mesh Reconstruction and Tracking from Monocular Video
  35. CVPR 2026MeshSplatting Differentiable Rendering with Opaque Meshes
  36. CVPR 2026MetroGS Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale
  37. CVPR 2026MHopReg Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration
  38. CVPR 2026MLLMSplat A 2D MLLM-Powered Framework for 3D Gaussian Splatting Understanding
  39. CVPR 2026MMVIP A Visible-infrared Paired Dataset for Multi-weather Marine Vision
  40. CVPR 2026MoCapAnything Unified 3D Motion Capture for Arbitrary Skeletons from Monocular
  41. CVPR 2026Modeling Cross-vision Synergy for Unified Large Vision Model
  42. CVPR 2026More Natural More Real Object-aware Gaussian Splatting for 3D Visual
  43. CVPR 2026MORE-STEM Long-Short MemOry REcall and Spatio-TEmporal Consistency Model for Query-Driven
  44. CVPR 2026MoRel Long-Range Flicker-Free 4D Motion Modeling via Anchor Relay-based Bidirectioanl
  45. CVPR 2026MoRGS Efficient Per-Gaussian Motion Reasoning for Streamable Dynamic 3D Scenes
  46. CVPR 2026MOSAIC-GS Monocular Scene Reconstruction via Advanced Initialization for Complex Dynamic
  47. CVPR 2026MotionScale Reconstructing Appearance Geometry and Motion of Dynamic Scenes with
  48. CVPR 2026MS2Gait A Multi-Scale Spatio-Temporal Fusion Network for LiDAR-based Gait Recognition
  49. CVPR 2026MSCD-GS Motion-Separated Cooperative Deblurring Dynamic Reconstruction via Gaussian Splatting
  50. CVPR 2026MU-GeNeRF Multi-view Uncertainty-guided Generalizable Neural Radiance Fields for Distractor-aware Scene

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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