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 152 篇，第 1 / 4 页

1. NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
2. NeurIPS 2023$p$-Poisson surface reconstruction in curl-free flow from point clouds
3. NeurIPS 2023$SE(3)$ Equivariant Convolution and Transformer in Ray Space
4. NeurIPS 20233D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
5. NeurIPS 20233D Indoor Instance Segmentation in an Open-World
6. NeurIPS 20233D-Aware Visual Question Answering about Parts, Poses and Occlusions
7. NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
8. NeurIPS 2023A Comprehensive Benchmark for Neural Human Radiance Fields
9. NeurIPS 2023A Dataset of Relighted 3D Interacting Hands
10. NeurIPS 2023A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
11. NeurIPS 2023AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
12. NeurIPS 2023AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
13. NeurIPS 2023All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
14. NeurIPS 2023Autodecoding Latent 3D Diffusion Models
15. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
16. NeurIPS 2023Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
17. NeurIPS 2023Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
18. NeurIPS 2023Binarized Spectral Compressive Imaging
19. NeurIPS 2023Binary Radiance Fields
20. NeurIPS 2023CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models
21. NeurIPS 2023CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
22. NeurIPS 2023CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation
23. NeurIPS 2023CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection
24. NeurIPS 2023CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
25. NeurIPS 2023Compact Neural Volumetric Video Representations with Dynamic Codebooks
26. NeurIPS 2023ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding
27. NeurIPS 2023Connecting Multi-modal Contrastive Representations
28. NeurIPS 2023ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image
29. NeurIPS 2023Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
30. NeurIPS 2023Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
31. NeurIPS 2023CorresNeRF: Image Correspondence Priors for Neural Radiance Fields
32. NeurIPS 2023D$^2$CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts
33. NeurIPS 2023DäRF: Boosting Radiance Fields from Sparse Input Views with Monocular Depth Adaptation
34. NeurIPS 2023DDF-HO: Hand-Held Object Reconstruction via Conditional Directed Distance Field
35. NeurIPS 2023Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild
36. NeurIPS 2023Depth-discriminative Metric Learning for Monocular 3D Object Detection
37. NeurIPS 2023Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
38. NeurIPS 2023Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
39. NeurIPS 2023Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
40. NeurIPS 2023DISCOVER: Making Vision Networks Interpretable via Competition and Dissection
41. NeurIPS 2023DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
42. NeurIPS 2023Diverse Shape Completion via Style Modulated Generative Adversarial Networks
43. NeurIPS 2023DiViNeT: 3D Reconstruction from Disparate Views using Neural Template Regularization
44. NeurIPS 2023DreamSparse: Escaping from Plato’s Cave with 2D Diffusion Model Given Sparse Views
45. NeurIPS 2023DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
46. NeurIPS 2023E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning
47. NeurIPS 2023Energy-Based Sliced Wasserstein Distance
48. NeurIPS 2023Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
49. NeurIPS 2023EPIC Fields: Marrying 3D Geometry and Video Understanding
50. NeurIPS 2023Equivariant Single View Pose Prediction Via Induced and Restriction Representations

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。