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 333 篇，第 4 / 7 页
- CVPR 2023Making Vision Transformers Efficient From a Token Sparsification View
- CVPR 2023Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors
- CVPR 2023Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
- CVPR 2023Masked Wavelet Representation for Compact Neural Radiance Fields
- CVPR 2023Meta Architecture for Point Cloud Analysis
- CVPR 2023Metadata-Based RAW Reconstruction via Implicit Neural Functions
- CVPR 2023MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
- CVPR 2023MixNeRF: Modeling a Ray With Mixture Density for Novel View Synthesis From Sparse Inputs
- CVPR 2023MobileBrick: Building LEGO for 3D Reconstruction on Mobile Devices
- CVPR 2023MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
- CVPR 2023MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences
- CVPR 2023MonoHuman: Animatable Human Neural Field From Monocular Video
- CVPR 2023MSeg3D: Multi-Modal 3D Semantic Segmentation for Autonomous Driving
- CVPR 2023MSF: Motion-Guided Sequential Fusion for Efficient 3D Object Detection From Point Cloud Sequences
- CVPR 2023Multi-Sensor Large-Scale Dataset for Multi-View 3D Reconstruction
- CVPR 2023Multi-Space Neural Radiance Fields
- CVPR 2023Multi-View Azimuth Stereo via Tangent Space Consistency
- CVPR 2023Multi-View Inverse Rendering for Large-Scale Real-World Indoor Scenes
- CVPR 2023Multimodal Industrial Anomaly Detection via Hybrid Fusion
- CVPR 2023Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis
- CVPR 2023Multiview Compressive Coding for 3D Reconstruction
- CVPR 2023MVImgNet: A Large-Scale Dataset of Multi-View Images
- CVPR 2023NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction From Multi-View Images
- CVPR 2023NeMo: Learning 3D Neural Motion Fields From Multiple Video Instances of the Same Action
- CVPR 2023NeRDi: Single-View NeRF Synthesis With Language-Guided Diffusion As General Image Priors
- CVPR 2023NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis
- CVPR 2023NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
- CVPR 2023NeRF-RPN: A General Framework for Object Detection in NeRFs
- CVPR 2023NeRF-Supervised Deep Stereo
- CVPR 2023NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-Shot Real Image Animation
- CVPR 2023NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
- CVPR 2023NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer
- CVPR 2023NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds
- CVPR 2023NerVE: Neural Volumetric Edges for Parametric Curve Extraction From Point Cloud
- CVPR 2023NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction
- CVPR 2023NeUDF: Leaning Neural Unsigned Distance Fields With Volume Rendering
- CVPR 2023NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization
- CVPR 2023Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
- CVPR 2023Neural Fourier Filter Bank
- CVPR 2023Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching
- CVPR 2023Neural Kaleidoscopic Space Sculpting
- CVPR 2023Neural Kernel Surface Reconstruction
- CVPR 2023Neural Lens Modeling
- CVPR 2023Neuralangelo: High-Fidelity Neural Surface Reconstruction
- CVPR 2023NeuralEditor: Editing Neural Radiance Fields via Manipulating Point Clouds
- CVPR 2023NeuralLift-360: Lifting an In-the-Wild 2D Photo to a 3D Object With 360deg Views
- CVPR 2023NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear Interpolation
- CVPR 2023NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation
- CVPR 2023NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers
- CVPR 2023NoPe-NeRF: Optimising Neural Radiance Field With No Pose Prior
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。