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 751 篇，第 1 / 16 页

1. CVPR 20243D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
2. CVPR 20243D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
3. CVPR 20243D Geometry-Aware Deformable Gaussian Splatting for Dynamic View Synthesis
4. CVPR 20243D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation
5. CVPR 20243DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces
6. CVPR 20243DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting
7. CVPR 20243DInAction: Understanding Human Actions in 3D Point Clouds
8. CVPR 20244D Gaussian Splatting for Real-Time Dynamic Scene Rendering
9. CVPR 20244K4D: Real-Time 4D View Synthesis at 4K Resolution
10. CVPR 2024A Category Agnostic Model for Visual Rearrangment
11. CVPR 2024A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling
12. CVPR 2024A Simple and Effective Point-based Network for Event Camera 6-DOFs Pose Relocalization
13. CVPR 2024A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning
14. CVPR 2024A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion
15. CVPR 2024A Unified Framework for Human-centric Point Cloud Video Understanding
16. CVPR 2024A Vision Check-up for Language Models
17. CVPR 2024Active Prompt Learning in Vision Language Models
18. CVPR 2024ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF
19. CVPR 2024Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
20. CVPR 2024Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models
21. CVPR 2024AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis
22. CVPR 2024ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D Image
23. CVPR 2024Animatable Gaussians: Learning Pose-dependent Gaussian Maps for High-fidelity Human Avatar Modeling
24. CVPR 2024Artist-Friendly Relightable and Animatable Neural Heads
25. CVPR 2024ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
26. CVPR 2024Batch Normalization Alleviates the Spectral Bias in Coordinate Networks
27. CVPR 2024Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields
28. CVPR 2024Bayesian Diffusion Models for 3D Shape Reconstruction
29. CVPR 2024BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
30. CVPR 2024Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion
31. CVPR 2024BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation
32. CVPR 2024BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection
33. CVPR 2024BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection
34. CVPR 2024BigGait: Learning Gait Representation You Want by Large Vision Models
35. CVPR 2024Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
36. CVPR 2024Bootstrapping SparseFormers from Vision Foundation Models
37. CVPR 2024BoQ: A Place is Worth a Bag of Learnable Queries
38. CVPR 2024Brain Decodes Deep Nets
39. CVPR 2024C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction
40. CVPR 2024CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
41. CVPR 2024CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection
42. CVPR 2024Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications
43. CVPR 2024Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning
44. CVPR 2024CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification
45. CVPR 2024Cinematic Behavior Transfer via NeRF-based Differentiable Filming
46. CVPR 2024CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow
47. CVPR 2024CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning
48. CVPR 2024CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoor Object Detection from Multi-view Images
49. CVPR 2024CoGS: Controllable Gaussian Splatting
50. CVPR 2024Coherence As Texture - Passive Textureless 3D Reconstruction by Self-interference

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。