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 162 篇，第 1 / 4 页

1. ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
2. ICLR 20253D Vision-Language Gaussian Splatting
3. ICLR 20253D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
4. ICLR 20253D-SPATIAL MULTIMODAL MEMORY
5. ICLR 20253DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D Editing
6. ICLR 20253DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
7. ICLR 20254K4DGen: Panoramic 4D Generation at 4K Resolution
8. ICLR 20256DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering
9. ICLR 2025Accessing Vision Foundation Models via ImageNet-1K
10. ICLR 2025Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos
11. ICLR 2025An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
12. ICLR 2025AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
13. ICLR 2025Asymmetric Factorized Bilinear Operation for Vision Transformer
14. ICLR 2025Atlas Gaussians Diffusion for 3D Generation
15. ICLR 2025Autoregressive Pretraining with Mamba in Vision
16. ICLR 2025Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
17. ICLR 2025Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
18. ICLR 2025BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
19. ICLR 2025Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
20. ICLR 2025Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
21. ICLR 2025Captured by Captions: On Memorization and its Mitigation in CLIP Models
22. ICLR 2025CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression
23. ICLR 2025CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
24. ICLR 2025CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
25. ICLR 2025CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
26. ICLR 2025Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
27. ICLR 2025ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors
28. ICLR 2025ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
29. ICLR 2025Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation
30. ICLR 2025CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
31. ICLR 2025DELTA: DENSE EFFICIENT LONG-RANGE 3D TRACKING FOR ANY VIDEO
32. ICLR 2025DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
33. ICLR 2025DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo
34. ICLR 2025Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
35. ICLR 2025DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation
36. ICLR 2025Discovering Influential Neuron Path in Vision Transformers
37. ICLR 2025Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
38. ICLR 2025DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
39. ICLR 2025Duoduo CLIP: Efficient 3D Understanding with Multi-View Images
40. ICLR 2025Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Dynamic Scenes
41. ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
42. ICLR 2025EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
43. ICLR 2025Efficient Learning with Sine-Activated Low-Rank Matrices
44. ICLR 2025EG4D: Explicit Generation of 4D Object without Score Distillation
45. ICLR 2025EmbodiedSAM: Online Segment Any 3D Thing in Real Time
46. ICLR 2025Fast Feedforward 3D Gaussian Splatting Compression
47. ICLR 2025Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
48. ICLR 2025Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
49. ICLR 2025FreeVS: Generative View Synthesis on Free Driving Trajectory
50. ICLR 2025Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning

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。