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 3 / 21 页
- CVPR 2026EfficientMonoHair Fast Strand-Level Reconstruction from Monocular Video via Multi-View Direction
- CVPR 2026Ego-1K - A Large-Scale Multiview Video Dataset for Egocentric Vision
- CVPR 2026ElasticFormer Detecting Objects in HRW Shots via Elastic Computing Vision
- CVPR 2026EmbodiedSplat Online Feed-Forward Semantic 3DGS for Open-Vocabulary 3D Scene Understanding
- CVPR 2026Emergent Extreme-View Geometry in 3D Foundation Models
- CVPR 2026Emergent Outlier View Rejection in Visual Geometry Grounded Transformers
- CVPR 2026EMGauss Continuous Slice-to-3D Reconstruction via Dynamic Gaussian Modeling in Volume
- CVPR 2026EmoDiffTalk Emotion-aware Diffusion for Editable 3D Gaussian Talking Head
- CVPR 2026EmoTaG Emotion-Aware Talking Head Synthesis on Gaussian Splatting with Few-Shot
- CVPR 2026Energy-GS Image Energy-guided Pose Alignment Gaussian Splatting with redesigned pose
- CVPR 2026eRetinexGS Retinex Modeling for Low-Light Scene Enhancement via Event Streams
- CVPR 2026ESAM Efficient Online 3D Perception on the Edge
- CVPR 2026Eulerian Gaussian Splatting using Hashed Probability Pyramids
- CVPR 2026EventHub Data Factory for Generalizable Event-Based Stereo Networks without Active
- CVPR 2026Evidential Neural Radiance Fields
- CVPR 2026Exact-GS Mathematically Rigorous and Accurate 3D Gaussian Splatting for 3D
- CVPR 2026Expanding mmWave Datasets for Human Pose Estimation with Unlabeled Data
- CVPR 2026Extend3D Town-Scale 3D Generation
- CVPR 2026ExtrinSplat Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D
- CVPR 2026FaceCam Portrait Video Camera Control via Scale-Aware Conditioning
- CVPR 2026Faithful Contouring Near-Lossless 3D Voxel Representation Free from Iso-surface
- CVPR 2026Faster-GS Analyzing and Improving Gaussian Splatting Optimization
- CVPR 2026FastEventDGS Deformable Gaussian Splatting for Fast Dynamic Scenes from a
- CVPR 2026FastGS Training 3D Gaussian Splatting in 100 Seconds
- CVPR 2026Feed-forward Gaussian Registration for Head Avatar Creation and Editing
- CVPR 2026Feed-Forward One-Shot Animatable Textured Mesh Avatar Reconstruction
- CVPR 2026FilterGS Traversal-Free Parallel Filtering and Adaptive Shrinking for Large-Scale LoD
- CVPR 2026FILTR Extracting Topological Features from Pretrained 3D Models
- CVPR 2026Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware
- CVPR 2026FISHuman Fine-grained Single-image 3D Human Reconstruction via Multi-view 4D Remeshing
- CVPR 2026FlashVGGT Efficient and Scalable Visual Geometry Transformers with Compressed Descriptor
- CVPR 2026Flow4DGS-SLAM Optical Flow-Guided 4D Gaussian Splatting SLAM
- CVPR 2026FluidGaussian Propagating Simulation-Based Uncertainty Toward Functionally-Intelligent 3D Reconstruction
- CVPR 2026FreeArtGS Articulated Gaussian Splatting Under Free-moving Scenario
- CVPR 2026FreeForm Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes
- CVPR 2026FreeScale Scaling 3D Scenes via Certainty-Aware Free-View Generation
- CVPR 2026From Manuals to Actions A Unified VLA Model for Chain-of-Thought
- CVPR 2026From None to All Self-Supervised 3D Reconstruction via Novel View
- CVPR 2026From Pairs to Sequences Track-Aware Policy Gradients for Keypoint Detection
- CVPR 2026From Rays to Projections Better Inputs for Feed-Forward View Synthesis
- CVPR 2026FSFSplatter Geometrically Accurate Reconstruction with Free Sparse-view Images within 2
- CVPR 2026G2VLM Geometry Grounded Vision Language Model with Unified 3D Reconstruction
- CVPR 2026GA-VLN Geometry-Aware BEV Representation for Efficient Vision-Language Navigation
- CVPR 2026GauMVC Generative Decoupled Gaussian Representation for Human-centric Multi-view Video Compression
- CVPR 2026GaussFusion Improving 3D Reconstruction in the Wild with A Geometry-Informed
- CVPR 2026Gaussian Mapping for Evolving Scenes
- CVPR 2026Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery
- CVPR 2026GaussianDWM 3D Gaussian Driving World Model for Unified Scene Understanding
- CVPR 2026GaussianFluent Gaussian Simulation for Dynamic Scenes with Mixed Materials
- CVPR 2026GaussianGrow Geometry-aware Gaussian Growing from 3D Point Clouds with Text
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。