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 1,008 篇，第 6 / 21 页
- CVPR 2026Multi-Scale Gaussian-Language Map for Zero-shot Embodied Navigation and Reasoning
- CVPR 2026Multi-view Pyramid Transformer Look Coarser to See Broader
- CVPR 2026MuM Multi-View Masked Image Modeling for 3D Vision
- CVPR 2026MV-Fashion Towards Enabling Virtual Try-On and Size Estimation with Multi-View
- CVPR 2026MVGGT Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring
- CVPR 2026MVInverse Feed-forward Multiview Inverse Rendering in Seconds
- CVPR 2026NaTex Seamless Texture Generation as Latent Color Diffusion
- CVPR 2026NeAR Coupled Neural Asset-Renderer Stack
- CVPR 2026NERFIFY A Multi-Agent Framework for Turning NeRF Papers into Code
- CVPR 2026Neu-PiG Neural Preconditioned Grids for Fast Dynamic Surface Reconstruction on
- CVPR 2026Neural Field-Based 3D Surface Reconstruction of Microstructures from Multi-Detector Signals
- CVPR 2026Neural Gabor Splatting Enhanced Gaussian Splatting with Neural Gabor for
- CVPR 2026NeuroRule Bridging Vision and Logic with Differentiable Rule Induction
- CVPR 2026NG-GS NeRF-guided 3D Gaussian Splatting Segmentation
- CVPR 2026NimbusGS Unified 3D Scene Reconstruction under Hybrid Weather
- CVPR 2026No Calibration No Depth No Problem Cross-Sensor View Synthesis with
- CVPR 2026Node-RF Learning Generalized Continuous Space-Time Scene Dynamics with Neural ODE-based
- CVPR 2026NTK-Guided Implicit Neural Teaching
- CVPR 2026NuWa Deriving Lightweight Class-Specific Vision Transformers for Edge Devices
- CVPR 2026NVGS Neural Visibility for Occlusion Culling in 3D Gaussian Splatting
- CVPR 2026ObjectMorpher 3D-Aware Image Editing via Deformable 3DGS
- CVPR 2026OccuFly A 3D Vision Benchmark for Semantic Scene Completion from
- CVPR 2026ODGS-SLAM Omnidirectional Gaussian Splatting SLAM
- CVPR 2026Off The Grid Detection of Primitives for Feed-Forward 3D Gaussian
- CVPR 2026OLATverse A Large-scale Real-world Object Dataset with Precise Lighting Control
- CVPR 2026OmniVGGT Omni-Modality Driven Visual Geometry Grounded Transformer
- CVPR 2026OneSparse A Unified Framework for Sparse Activation Layers in Vision
- CVPR 2026OnlinePG Online Open-Vocabulary Panoptic Mapping with 3D Gaussian Splatting
- CVPR 2026OpenVO Open-World Visual Odometry with Temporal Dynamics Awareness
- CVPR 2026Opti-NeuS Neural Reconstruction for Dual-Layered Transparent and Opaque Objects
- CVPR 2026OrienPose Orientation-Guided Novel View Synthesis for Single-Image Unseen Object Pose
- CVPR 2026Ov3R Open-Vocabulary Semantic 3D Reconstruction from RGB Videos
- CVPR 2026P2GS Physical Prior-guided Gaussian Splatting for Photometrically Consistent Urban Reconstruction
- CVPR 2026PackUV Packed Gaussian UV Maps for 4D Volumetric Video
- CVPR 2026Pano360 Perspective to Panoramic Vision with Geometric Consistency
- CVPR 2026PanoVGGT Feed-Forward 3D Reconstruction from Panoramic Imagery
- CVPR 2026Paparazzo Active Mapping of Moving 3D Objects
- CVPR 2026Parallel Rigidity Matters for Bundle Adjustment
- CVPR 2026ParkGaussian Surround-view 3D Gaussian Splatting for Autonomous Parking
- CVPR 2026Part2GS Part-aware Modeling of Articulated Objects using 3D Gaussian Splatting
- CVPR 2026ParticleGS Learning Neural Gaussian Particle Dynamics from Videos for Prior-free
- CVPR 2026PatchAlign3D Local Feature Alignment for Dense 3D Shape Understanding
- CVPR 2026PAVAS Physics-Aware Video-to-Audio Synthesis
- CVPR 2026PE3R Perception-Efficient 3D Reconstruction
- CVPR 2026Perceptual 3D Simulation With Physical World Modeling
- CVPR 2026PercHead Perceptual Head Model for Single-Image 3D Head Reconstruction
- CVPR 2026PhyGaP Physically-Grounded Gaussians with Polarization Cues
- CVPR 2026PhysGaia A Physics-aware Benchmark with Multi-Body Interactions for Dynamic Novel
- CVPR 2026PhysGM Large Physical Gaussian Model for Feed-Forward 4D Synthesis
- CVPR 2026PhysGS Bayesian-Inferred Gaussian Splatting for Physical Property Estimation
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。