三维视觉论文趋势 2023–2026

主要结论

• 三维视觉论文从 2023 年的 563 篇增长到 2026 年的 1,010 篇，三年间扩大到约 1.8 倍。
• CVPR 是发三维视觉论文最多的会议，2023–2026 年共 1,641 篇，占四个会议总量的 51%。
• 交叉方向里涨得最快的是高斯过程：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 158 篇。
• 在「计算机视觉」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的视频理解是 2.6 倍，三维视觉是 1.8 倍。

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

• NeurIPS 2026$\alpha$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion
• ICML 20263D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport
• ICLR 2026$\pi^3$: Permutation-Equivariant Visual Geometry Learning
• CVPR 20262D-LFM Lifting Foundation Model without 3D Supervision
• NeurIPS 20251000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering
• ICML 20253D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
• ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
• CVPR 20253D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes
• NeurIPS 20243D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
• ICML 20243D Geometric Shape Assembly via Efficient Point Cloud Matching
• ICLR 20243D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
• CVPR 2024DaReNeRF: Direction-aware Representation for Dynamic Scenes
• NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
• ICML 2023Efficient Graph Field Integrators Meet Point Clouds
• ICLR 2023$\mathrm{SE}(3)$-Equivariant Attention Networks for Shape Reconstruction in Function Space
• CVPR 20233D Cinemagraphy From a Single Image
• NeurIPS 2026$R^3$: 3D Reconstruction via Relative Regression
• ICML 20263DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification
• ICLR 20263DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
• CVPR 20263D Gaussian Splatting at Arbitrary Resolutions with Compact Proxy Anchors

全部三维视觉论文

共 1,639 篇，第 1 / 33 页

1. CVPR 2026240FPS Stereo Vision from Monocular Mixed Spikes
2. CVPR 20262D-LFM Lifting Foundation Model without 3D Supervision
3. CVPR 20263D Gaussian Splatting at Arbitrary Resolutions with Compact Proxy Anchors
4. CVPR 20263D Gaussian Splatting from Unposed Spike Stream
5. CVPR 20263D Gaussian Splatting with Self-Constrained Priors for High Fidelity Surface
6. CVPR 20263D sans 3D Scans Scalable Pre-training from Video-Generated Point Clouds
7. CVPR 20263D-Fixer Coarse-to-Fine In-place Completion for 3D Scenes from a Single
8. CVPR 20263DReflecNet A Large-Scale Dataset for 3D Reconstruction of Reflective Transparent
9. CVPR 20264C4D 4 Camera 4D Gaussian Splatting
10. CVPR 20264D Local Modeling Toward Dynamic Global Perception for Ambiguity-free Rotation-Invariant
11. CVPR 20264DP-QA Scalable QA for 4D Perception in Vision Language Models
12. CVPR 20264DSurf High-Fidelity Dynamic Scene Surface Reconstruction
13. CVPR 2026A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation
14. CVPR 2026A Geometric Algebra-Informed 3DGS Framework for Wireless Channel Prediction
15. CVPR 2026A Mixed Diet Makes DINO An Omnivorous Vision Encoder
16. CVPR 2026A Unified Perspective on Adversarial Membership Manipulation in Vision Models
17. CVPR 2026ActivePolicy Active Gaussian Reconstruction and Optimization Strategy Based on Global-Local
18. CVPR 2026Adapting Point Cloud Analysis via Multimodal Bayesian Distribution Learning
19. CVPR 2026Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with
20. CVPR 2026AERGS-SLAM Auto-Exposure-Robust Stereo 3D Gaussian Splatting SLAM
21. CVPR 2026AeroDGS Physically Consistent Dynamic Gaussian Splatting for Single-Sequence Aerial 4D
22. CVPR 2026AeroGS Scale-Aware Gaussian Splatting for Pose-Free Dynamic UAV Scene Reconstruction
23. CVPR 2026Aesthetic Camera Viewpoint Suggestion with 3D Aesthetic Field
24. CVPR 2026AffordMatcher Affordance Learning in 3D Scenes from Visual Signifiers
25. CVPR 2026Affostruction 3D Affordance Grounding with Generative Reconstruction
26. CVPR 2026AMB3R Accurate Feed-forward Metric-scale 3D Reconstruction with Backend
27. CVPR 2026AnchorSplat Feed-Forward 3D Gaussian Splatting With 3D Geometric Priors
28. CVPR 2026Any4D Unified Feed-Forward Metric 4D Reconstruction
29. CVPR 2026AnyPcc Compressing Any Point Cloud with a Single Universal Model
30. CVPR 2026AREA3D Active Reconstruction Agent with Unified Feed-Forward 3D Perception and
31. CVPR 2026ART Articulated Reconstruction Transformer
32. CVPR 2026ArtLLM Generating Articulated Assets via 3D LLM
33. CVPR 2026ArtPro Self-Supervised Articulated Object Reconstruction with Adaptive Integration of Mobility
34. CVPR 2026AToken A Unified Tokenizer for Vision
35. CVPR 2026AvatarPointillist AutoRegressive 4D Gaussian Avatarization
36. CVPR 2026B3-Seg Camera-Free Training-Free 3DGS Segmentation via Analytic EIG and Beta-Bernoulli
37. CVPR 2026BA-GS Bayesian Adaptive Gaussian Splatting for SFM-Free 3D Reconstruction
38. CVPR 2026Back to Point Exploring Point-Language Models for Zero-Shot 3D Anomaly
39. CVPR 2026BEA-GS BEyond RAdiance Supervision in 3DGS for Precise Object Extraction
40. CVPR 2026Benchmarking PhD-Level Coding in 3D Geometric Computer Vision
41. CVPR 2026Beyond Static Frames Temporal Aggregate-and-Restore Vision Transformer for Human Pose
42. CVPR 2026BrepGaussian CAD reconstruction from Multi-View Images with Gaussian Splatting
43. CVPR 2026BuildAnyPoint 3D Building Structured Abstraction from Diverse Point Clouds
44. CVPR 2026BuildingGPT Auto-Regressive Building Wireframe Reconstruction Model with Reinforcement Learning
45. CVPR 2026C-GenReg Training-Free 3D Point Cloud Registration by Multi-View-Consistent Geometry-to-Image Generation
46. CVPR 2026CARD A Multi-Modal Automotive Dataset for Dense 3D Reconstruction in
47. CVPR 2026CaT-GS Efficient 3DGS Rendering for Large-Scale Scenes with Inter-frame Caching
48. CVPR 2026Catalyst4D High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation
49. CVPR 2026CCF Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object
50. CVPR 2026CGHair Compact Gaussian Hair Reconstruction with Card Clustering

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。