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 3,224 篇，第 41 / 65 页
- CVPR 2024DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
- CVPR 2024DUSt3R: Geometric 3D Vision Made Easy
- CVPR 2024DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
- CVPR 2024Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
- CVPR 2024Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration
- CVPR 2024DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing
- CVPR 2024Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed
- CVPR 2024Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
- CVPR 2024Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences
- CVPR 2024Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
- CVPR 2024Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes
- CVPR 2024EscherNet: A Generative Model for Scalable View Synthesis
- CVPR 2024ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images
- CVPR 2024EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams
- CVPR 2024Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users
- CVPR 2024Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
- CVPR 2024Exploring Vision Transformers for 3D Human Motion-Language Models with Motion Patches
- CVPR 2024Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
- CVPR 2024ExtraNeRF: Visibility-Aware View Extrapolation of Neural Radiance Fields with Diffusion Models
- CVPR 2024FastMAC: Stochastic Spectral Sampling of Correspondence Graph
- CVPR 2024Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields
- CVPR 2024Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
- CVPR 2024Fitting Flats to Flats
- CVPR 2024Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
- CVPR 2024FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
- CVPR 2024Free3D: Consistent Novel View Synthesis without 3D Representation
- CVPR 2024FreePoint: Unsupervised Point Cloud Instance Segmentation
- CVPR 2024FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization
- CVPR 2024FSC: Few-point Shape Completion
- CVPR 2024Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
- CVPR 2024Fun with Flags: Robust Principal Directions via Flag Manifolds
- CVPR 2024G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images
- CVPR 2024G3DR: Generative 3D Reconstruction in ImageNet
- CVPR 2024Gated Fields: Learning Scene Reconstruction from Gated Videos
- CVPR 2024GauHuman: Articulated Gaussian Splatting from Monocular Human Videos
- CVPR 2024Gaussian Shadow Casting for Neural Characters
- CVPR 2024Gaussian Splatting SLAM
- CVPR 2024Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particle
- CVPR 2024GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians
- CVPR 2024GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models
- CVPR 2024GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions
- CVPR 2024GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting
- CVPR 2024GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces
- CVPR 2024GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning
- CVPR 2024Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal Sampling
- CVPR 2024General Point Model Pretraining with Autoencoding and Autoregressive
- CVPR 2024Generalizable Novel-View Synthesis using a Stereo Camera
- CVPR 2024Generative 3D Part Assembly via Part-Whole-Hierarchy Message Passing
- CVPR 2024Generative Proxemics: A Prior for 3D Social Interaction from Images
- CVPR 2024GenN2N: Generative NeRF2NeRF Translation
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。