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 2 / 16 页

51. CVPR 2024COLMAP-Free 3D Gaussian Splatting
52. CVPR 2024ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion
53. CVPR 2024Commonsense Prototype for Outdoor Unsupervised 3D Object Detection
54. CVPR 2024Compact 3D Gaussian Representation for Radiance Field
55. CVPR 2024Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
56. CVPR 2024Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation
57. CVPR 2024Continual Forgetting for Pre-trained Vision Models
58. CVPR 2024Continuous Pose for Monocular Cameras in Neural Implicit Representation
59. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
60. CVPR 2024Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment
61. CVPR 2024Control4D: Efficient 4D Portrait Editing with Text
62. CVPR 2024CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image
63. CVPR 2024Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching
64. CVPR 2024CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation
65. CVPR 2024CurveCloudNet: Processing Point Clouds with 1D Structure
66. CVPR 2024Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
67. CVPR 2024CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
68. CVPR 2024DaReNeRF: Direction-aware Representation for Dynamic Scenes
69. CVPR 2024DART: Implicit Doppler Tomography for Radar Novel View Synthesis
70. CVPR 2024DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions
71. CVPR 2024Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction
72. CVPR 2024Dense Vision Transformer Compression with Few Samples
73. CVPR 2024Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling
74. CVPR 2024Dexterous Grasp Transformer
75. CVPR 2024DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching
76. CVPR 2024Differentiable Neural Surface Refinement for Modeling Transparent Objects
77. CVPR 2024Differentiable Point-based Inverse Rendering
78. CVPR 2024DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans
79. CVPR 2024DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation
80. CVPR 2024Dispersed Structured Light for Hyperspectral 3D Imaging
81. CVPR 2024DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF
82. CVPR 2024DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction
83. CVPR 2024DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
84. CVPR 2024DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization
85. CVPR 2024Dr. Bokeh: DiffeRentiable Occlusion-aware Bokeh Rendering
86. CVPR 2024Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments
87. CVPR 2024Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning
88. CVPR 2024DreamAvatar: Text-and-Shape Guided 3D Human Avatar Generation via Diffusion Models
89. CVPR 2024DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior
90. CVPR 2024DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
91. CVPR 2024DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
92. CVPR 2024DUSt3R: Geometric 3D Vision Made Easy
93. CVPR 2024DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
94. CVPR 2024Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
95. CVPR 2024Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration
96. CVPR 2024DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing
97. CVPR 2024Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed
98. CVPR 2024Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
99. CVPR 2024Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences
100. CVPR 2024Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields

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。