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 1,008 篇，第 19 / 21 页

  1. NeurIPS 2026MCSplat: Multi-View Photometric and Geometric Consistent Feed-Forward Gaussian Splatting for Driving Scenes
  2. NeurIPS 2026MemReg: Streaming Outdoor LiDAR Point Cloud Registration with Hybrid Memory Buffers
  3. NeurIPS 2026MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
  4. NeurIPS 2026MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI
  5. NeurIPS 2026MonoPhysics: Estimating Geometry, Appearance, and Physical Parameters from Monocular Videos
  6. NeurIPS 2026MoT3DVG: A Benchmark for Outdoor 3D Visual Grounding with Motion-Aware Descriptions and Temporal Cues
  7. NeurIPS 2026MVPISplat: Multi-View Photometric Inconsistency for Defending 3D Gaussian Splatting Attacks
  8. NeurIPS 2026NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
  9. NeurIPS 2026NeuralFieldManifold: Reconstruction of LFP manifold with Lag Embedding
  10. NeurIPS 2026NormLift: From Lifted Features To Semantic Reliability In 3D Gaussian Splatting
  11. NeurIPS 2026OBJECT-UNI: A Unified Model for Object-Centric Spatial Understanding and Controllable Generation
  12. NeurIPS 2026ObjView-Bench: Rethinking Difficulty and Deployment for Object-Centric View Planning
  13. NeurIPS 2026OmniEgoCap: Camera-Agnostic Sequence-Level Egocentric Motion Reconstruction
  14. NeurIPS 2026One World, Dual Timeline: Decoupled Spatio-Temporal Gaussian Scene Graph for 4D Cooperative Driving Reconstruction
  15. NeurIPS 2026OpenMedReason: Scientific Reasoning Supervision for Medical Vision–Language Models
  16. NeurIPS 2026Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
  17. NeurIPS 2026Patch Rebirth: Fast and Transferable Model Inversion of Vision Transformers
  18. NeurIPS 2026Patch4Patch: Restoring Structural Connectivity in Patch-based Vision Encoders
  19. NeurIPS 2026PCDFusion: Proposal-Context-Detail Bayesian Rendering for Infrared-Visible Image Fusion
  20. NeurIPS 2026PF-SGS: Pose-Free Streaming 3D Gaussian Splatting for Large-Scale Scene Reconstruction
  21. NeurIPS 2026PGGT-Loc: Primitive-Grounded Geometry Transformer for Feed-Forward Camera Localization
  22. NeurIPS 2026PGMS: Pyramidal Gaussian Mixture Splatting for 3DGS Compression
  23. NeurIPS 2026PLANING: A Loosely Coupled Triangle-Gaussian Framework for Streaming 3D Reconstruction
  24. NeurIPS 2026Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
  25. NeurIPS 2026Point Clustering Encoders
  26. NeurIPS 2026Point-to-Manifold Geometry: Flexibly Overcoming the Curse of Dimensionality in Neural Computational Units
  27. NeurIPS 2026Point4D: Long-range 4D Motion Reconstruction
  28. NeurIPS 2026Poison-then-Hide: Finetuning-Activated Backdoor Attack on Pretrained Vision Encoders
  29. NeurIPS 2026PolySplat: Workload-Regime-Aware Rasterization for 3D Gaussian Splatting
  30. NeurIPS 2026PolyVision: Conditional Visual Scaling Via Dynamic Expert Routing For Vision-Centric MLLMs
  31. NeurIPS 2026Pose-Free Feed-Forward 3D Inpainting via Learnable Mask Attention and Support Token Refinement
  32. NeurIPS 2026PosePlaner: Denoising Any Feedforward Pose Predictor from Pairwise Planar Geometry
  33. NeurIPS 2026Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers
  34. NeurIPS 2026PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs
  35. NeurIPS 2026Provable Pruning for Efficient 3D Gaussian Splatting via Coresets
  36. NeurIPS 2026Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
  37. NeurIPS 2026Pygmalion: Bridging Reconstruction and Generation in Sparse Voxel-based 3D Modeling
  38. NeurIPS 2026RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets
  39. NeurIPS 2026RayTun3R: Online Camera Adaptation in 3D Foundation Models
  40. NeurIPS 2026Real2Sim in HOI: Toward Physically Plausible HOI Reconstruction from Monocular Videos
  41. NeurIPS 2026Register Anything Model for Generalizable and Robust Point Cloud Registration
  42. NeurIPS 2026Reinforcement Learning for View-Adaptive Distillation in 3D Gaussian Compression
  43. NeurIPS 2026Relational Feature Distillation for Lightweight 3D Point Cloud Segmentation
  44. NeurIPS 2026RelationVGGT : Visual Geometry Transformers for 3D Spatial Relation Segmentation
  45. NeurIPS 2026RelGS: Relation-Aware Gaussian Splatting for Open-Vocabulary 3D Scene Understanding
  46. NeurIPS 2026ReorgGS: Equivalent Distribution Reorganization for 3D Gaussian Splatting
  47. NeurIPS 2026Residual-Autoregressive Context for 3D Gaussian Splatting Compression
  48. NeurIPS 2026Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction
  49. NeurIPS 2026Retrieve What’s Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation
  50. NeurIPS 2026RigPAPR: Rig-Based Animation of Static Neural Point Clouds from a Single-View Video

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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