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 117 篇，第 2 / 3 页

  1. ICML 2026Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes
  2. ICML 2026LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning
  3. ICML 2026LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents
  4. ICML 2026LAVA: A Unified Framework for Finetuning Language and Vision Models
  5. ICML 2026Learning 3D-Gaussian Simulators from RGB Videos
  6. ICML 2026Let Language Constrain Geometry: Vision–Language Models as Semantic and Spatial Critics for 3D Generation
  7. ICML 2026Linearizing Vision Transformer with Test-Time Training
  8. ICML 2026MAC-NeRF: Motion-Aware Curriculum Learning for Dynamic LiDAR NeRFs
  9. ICML 2026Metric—Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds
  10. ICML 2026Multi-Label Learning with Contrastive Cluster Self-Supervision for 3D Hierarchical Semantic Segmentation
  11. ICML 2026Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention
  12. ICML 2026Optimizing Rank for High-Fidelity Implicit Neural Representations
  13. ICML 2026PACE: Post-Causal Entropy Modeling for Learned LiDAR Point Cloud Compression
  14. ICML 2026PCGS: Deblurring 3D Gaussian Splatting with Patch Comparison
  15. ICML 2026Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Spectral Super-Resolution for Snapshot Compressive Imaging
  16. ICML 2026PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
  17. ICML 2026Physics-Informed Pre-training on Efficient Electron-Density Images for Organic Material Property Prediction
  18. ICML 2026PointCHR: Point Cloud Analysis via Curvature-Aware Hyperbolic Rectification
  19. ICML 2026PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation
  20. ICML 2026Prototype-Based Test-Time Adaptation of Vision-Language Models
  21. ICML 2026PSMix: Robust Point Cloud Recognition through Spectral Domain Mixing
  22. ICML 2026QPoint: End-to-End Lightweight Point Cloud Processing via Robust Quaternion Feature Learning
  23. ICML 2026Radial Scaling Voxelization for Accurate Small Object 3D Detection
  24. ICML 2026Rays as Pixels: Learning A Joint Distribution of Video and Camera Trajectories
  25. ICML 2026ReflFlow: Learning Geometry-Guided Ray Tracing for Dynamic Specular Reconstruction
  26. ICML 2026Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
  27. ICML 2026Revisiting Photometric Ambiguity for Accurate Gaussian-Splatting Surface Reconstruction
  28. ICML 2026REViT: Roto-reflection Equivariant Convolutional Vision Transformer
  29. ICML 2026ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
  30. ICML 2026RGGT: A Generative-Prior-Guided Transformer for Unified Rigid and Non-Rigid Point Cloud Registration
  31. ICML 2026Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling
  32. ICML 2026S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
  33. ICML 2026Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy
  34. ICML 2026Scalable Event Cloud Network for Event-based Classification
  35. ICML 2026SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
  36. ICML 2026SDiD：Shared diffusion prior for efficient distributed stereo image compression
  37. ICML 2026Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers
  38. ICML 2026Self-Soupervision: Cooking Model Soups without Labels
  39. ICML 2026Self-Supervised Weight Templates for Scalable Vision Model Initialization
  40. ICML 2026SG2Loc: Sequential Visual Localization on 3D Scene Graphs
  41. ICML 2026SIMPC: Learning Self-Induced Mirror-Point Consistency for Unsupervised Point Cloud Denoising
  42. ICML 2026Sinkhorn Normalization of Diffusion Kernels
  43. ICML 2026Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models
  44. ICML 2026SMART: Scalable Mesh‑free Aerodynamic Simulations from Raw Geometries using a Transformer‑based Surrogate Model
  45. ICML 2026SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-Body Manipulation
  46. ICML 2026SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation
  47. ICML 2026Spatio-Temporal LLM: Reasoning about Environments and Actions
  48. ICML 2026SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion
  49. ICML 2026SpikeNet: Sparse Spike-Driven Mask Vector Transformer for Energy-Efficient and Stable Spiking Point Cloud Processing
  50. ICML 2026SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion

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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