三维视觉论文趋势 2023–2026
三维重建与神经渲染
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 3,226 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 152 | 56 | 22 | 333 | 563 |
| 2024 | 222 | 96 | 44 | 389 | 751 |
| 2025 | 254 | 162 | 52 | 434 | 902 |
| 2026 | 211 | 197 | 117 | 485 | 1,010 |
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 902 篇，第 7 / 19 页
- CVPR 2025PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
- CVPR 2025Point Cloud Upsampling Using Conditional Diffusion Module with Adaptive Noise Suppression
- CVPR 2025Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding
- CVPR 2025Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
- CVPR 2025PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning
- CVPR 2025POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality
- CVPR 2025Pos3R: 6D Pose Estimation for Unseen Objects Made Easy
- CVPR 2025Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors
- CVPR 2025PRaDA: Projective Radial Distortion Averaging
- CVPR 2025Preconditioners for the Stochastic Training of Neural Fields
- CVPR 2025ProbeSDF: Light Field Probes For Neural Surface Reconstruction
- CVPR 2025Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
- CVPR 2025Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation
- CVPR 2025ProtoDepth: Unsupervised Continual Depth Completion with Prototypes
- CVPR 2025ProxyTransformation: Preshaping Point Cloud Manifold With Proxy Attention For 3D Visual Grounding
- CVPR 2025PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds
- CVPR 2025PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
- CVPR 2025PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction
- CVPR 2025RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models
- CVPR 2025RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting
- CVPR 2025RDD: Robust Feature Detector and Descriptor using Deformable Transformer
- CVPR 2025Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
- CVPR 2025Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures
- CVPR 2025ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning
- CVPR 2025ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
- CVPR 2025ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration
- CVPR 2025Reconstructing Animals and the Wild
- CVPR 2025Reconstructing In-the-Wild Open-Vocabulary Human-Object Interactions
- CVPR 2025Reconstructing People, Places, and Cameras
- CVPR 2025Recovering Dynamic 3D Sketches from Videos
- CVPR 2025Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval
- CVPR 2025Ref-GS: Directional Factorization for 2D Gaussian Splatting
- CVPR 2025Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation
- CVPR 2025RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds
- CVPR 2025RestorGS: Depth-aware Gaussian Splatting for Efficient 3D Scene Restoration
- CVPR 2025Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting
- CVPR 2025RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
- CVPR 2025RNG: Relightable Neural Gaussians
- CVPR 2025RoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training
- CVPR 2025Robust Multi-Object 4D Generation for In-the-wild Videos
- CVPR 2025RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images
- CVPR 2025RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation
- CVPR 2025S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
- CVPR 2025SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity
- CVPR 2025SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers
- CVPR 2025Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration
- CVPR 2025SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
- CVPR 2025SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation
- CVPR 2025Seeing A 3D World in A Grain of Sand
- CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查三维视觉在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "3d-vision"}
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。