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 1,639 篇，第 12 / 33 页
- CVPR 2025Dense-SfM: Structure from Motion with Dense Consistent Matching
- CVPR 2025Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field Reconstruction
- CVPR 2025DepthCues: Evaluating Monocular Depth Perception in Large Vision Models
- CVPR 2025DepthSplat: Connecting Gaussian Splatting and Depth
- CVPR 2025DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes
- CVPR 2025DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering
- CVPR 2025DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting
- CVPR 2025Differentiable Inverse Rendering with Interpretable Basis BRDFs
- CVPR 2025DiffLO: Semantic-Aware LiDAR Odometry with Diffusion-Based Refinement
- CVPR 2025DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models
- CVPR 2025Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset
- CVPR 2025DIO: Decomposable Implicit 4D Occupancy-Flow World Model
- CVPR 2025DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation
- CVPR 2025Disco4D: Disentangled 4D Human Generation and Animation from a Single Image
- CVPR 2025DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
- CVPR 2025DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal
- CVPR 2025Doppelgangers++: Improved Visual Disambiguation with Geometric 3D Features
- CVPR 2025Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration
- CVPR 2025DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation
- CVPR 2025DroneSplat: 3D Gaussian Splatting for Robust 3D Reconstruction from In-the-Wild Drone Imagery
- CVPR 2025DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting
- CVPR 2025DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering
- CVPR 2025DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering
- CVPR 2025Dual Focus-Attention Transformer for Robust Point Cloud Registration
- CVPR 2025DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction
- CVPR 2025DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features
- CVPR 2025DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition
- CVPR 2025DynaMoDe-NeRF: Motion-aware Deblurring Neural Radiance Field for Dynamic Scenes
- CVPR 2025EAP-GS: Efficient Augmentation of Pointcloud for 3D Gaussian Splatting in Few-shot Scene Reconstruction
- CVPR 2025EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild
- CVPR 2025EdgeMovingNet: Edge-preserving Point Cloud Reconstruction via Joint Geometry Features
- CVPR 2025EditSplat: Multi-View Fusion and Attention-Guided Optimization for View-Consistent 3D Scene Editing with 3D Gaussian Splatting
- CVPR 2025Efficient Decoupled Feature 3D Gaussian Splatting via Hierarchical Compression
- CVPR 2025EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
- CVPR 2025EgoPressure: A Dataset for Hand Pressure and Pose Estimation in Egocentric Vision
- CVPR 2025EigenGS Representation: From Eigenspace to Gaussian Image Space
- CVPR 2025Empowering Vector Graphics with Consistently Arbitrary Viewing and View-dependent Visibility
- CVPR 2025End-to-End Implicit Neural Representations for Classification
- CVPR 2025EnliveningGS: Active Locomotion of 3DGS
- CVPR 2025EnvGS: Modeling View-Dependent Appearance with Environment Gaussian
- CVPR 2025ERUPT: Efficient Rendering with Unposed Patch Transformer
- CVPR 2025EventSplat: 3D Gaussian Splatting from Moving Event Cameras for Real-time Rendering
- CVPR 2025EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
- CVPR 2025Evolving High-Quality Rendering and Reconstruction in a Unified Framework with Contribution-Adaptive Regularization
- CVPR 2025EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis
- CVPR 2025Exploiting Deblurring Networks for Radiance Fields
- CVPR 2025Extreme Rotation Estimation in the Wild
- CVPR 2025Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
- CVPR 2025Feat2GS: Probing Visual Foundation Models with Gaussian Splatting
- CVPR 2025Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields
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。