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 10 / 33 页
- CVPR 2026Unposed-to-3D Learning Simulation-Ready Vehicles from Real-World Images
- CVPR 2026UnReflectAnything RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision
- CVPR 2026Unsupervised Multi-agent and Single-agent Perception from Cooperative Views
- CVPR 2026Upsample Anything A Simple and Hard to Beat Baseline for
- CVPR 2026Urban-GS A Unified 3D Gaussian Splatting Framework for Compact and
- CVPR 2026UST-Hand An Uncertainty-aware Spatiotemporal Point Cloud Interaction Network for 3D
- CVPR 2026V-DPM 4D Video Reconstruction with Dynamic Point Maps
- CVPR 2026VAD-GS Visibility-Aware Densification for 3D Gaussian Splatting in Dynamic Urban
- CVPR 2026VarSplat Uncertainty-aware 3D Gaussian Splatting for Robust RGB-D SLAM
- CVPR 2026VDFE Difference-Aware 3D Scene Editing with Non-Intrusive Video Diffusion Priors
- CVPR 2026Velox Learning Representations of 4D Geometry and Appearance
- CVPR 2026VEMamba Efficient Isotropic Reconstruction of Volume Electron Microscopy with Axial-Lateral
- CVPR 2026VerseCrafter Dynamic Realistic Video World Model with 4D Geometric Control
- CVPR 2026VGG-T3 Offline Feed-Forward 3D Reconstruction at Scale
- CVPR 2026VGGT-360 Geometry-Consistent Zero-Shot Panoramic Depth Estimation
- CVPR 2026Video2Robo 3DGS-based Synthetic Data from One Video Enables Scalable Robot
- CVPR 2026Vision Transformers Need More Than Registers
- CVPR 2026Vision-Oriented Lightweight Neural Architecture Search with Budget-Adaptive Evaluation
- CVPR 2026Vista4D Video Reshooting with 4D Point Clouds
- CVPR 2026VLM-3R Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
- CVPR 2026VLM-Loc Localization in Point Cloud Maps via Vision-Language Models
- CVPR 2026Voxify3D Pixel Art Meets Volumetric Rendering
- CVPR 2026VRCLIP Multimodal Canonical Correlation Alignment for CLIP-Driven Vision-Radio Person Re-Identification
- CVPR 2026Wanderland Geometrically Grounded Simulation for Open-World Embodied AI
- CVPR 2026Wave-Former Through-Occlusion 3D Reconstruction via Wireless Shape Completion
- CVPR 2026Wavelet-Driven 3D Anomaly Detection under Pose-Agnostic and Sparse-View
- CVPR 2026Where What Why Toward Explainable 3D-GS Watermarking
- CVPR 2026WildRayZer Self-supervised Large View Synthesis in Dynamic Environments
- CVPR 2026WorldGen From Text to Traversable and Interactive 3D Worlds
- CVPR 2026WorldStereo Bridging Camera-Guided Video Generation and Scene Reconstruction via 3D
- CVPR 2026Write Where It Matters Policy-Guided Watermarks for 3D Gaussian Splatting
- CVPR 2026Z-Order Transformer for Feed-Forward Gaussian Splatting
- CVPR 2026ZipMap Linear-Time Stateful 3D Reconstruction via Test-Time Training
- CVPR 20253D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes
- CVPR 20253D Gaussian Inpainting with Depth-Guided Cross-View Consistency
- CVPR 20253D Student Splatting and Scooping
- CVPR 20253D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation
- CVPR 20253D-GSW: 3D Gaussian Splatting for Robust Watermarking
- CVPR 20253D-HGS: 3D Half-Gaussian Splatting
- CVPR 20253DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting
- CVPR 20254D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
- CVPR 20254DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video
- CVPR 2025A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning
- CVPR 2025A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions
- CVPR 2025A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions
- CVPR 2025Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction
- CVPR 2025Active Event-based Stereo Vision
- CVPR 2025ActiveGAMER: Active GAussian Mapping through Efficient Rendering
- CVPR 2025Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception
- CVPR 2025Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF Attack
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。