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 15 / 33 页
- CVPR 2025LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions
- CVPR 2025Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation
- CVPR 2025Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes
- CVPR 2025Light3R-SfM: Towards Feed-forward Structure-from-Motion
- CVPR 2025LIM: Large Interpolator Model for Dynamic Reconstruction
- CVPR 2025LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields
- CVPR 2025LiSu: A Dataset and Method for LiDAR Surface Normal Estimation
- CVPR 2025LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors
- CVPR 2025LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living
- CVPR 2025LOD-GS: Achieving Levels of Detail using Scalable Gaussian Soup
- CVPR 2025LookCloser: Frequency-aware Radiance Field for Tiny-Detail Scene
- CVPR 2025LUCAS: Layered Universal Codec Avatars
- CVPR 2025Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment
- CVPR 2025MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction
- CVPR 2025MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model
- CVPR 2025MAGiC-SLAM: Multi-Agent Gaussian Globally Consistent SLAM
- CVPR 2025Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters
- CVPR 2025Mamba-Reg: Vision Mamba Also Needs Registers
- CVPR 2025Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models
- CVPR 2025MambaOut: Do We Really Need Mamba for Vision?
- CVPR 2025MambaVision: A Hybrid Mamba-Transformer Vision Backbone
- CVPR 2025Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh
- CVPR 2025MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining
- CVPR 2025MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
- CVPR 2025Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding
- CVPR 2025MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks
- CVPR 2025MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors
- CVPR 2025MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views
- CVPR 2025Matrix3D: Large Photogrammetry Model All-in-One
- CVPR 2025MDP: Multidimensional Vision Model Pruning with Latency Constraint
- CVPR 2025MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
- CVPR 2025MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data
- CVPR 2025MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image
- CVPR 2025MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing
- CVPR 2025MIRE: Matched Implicit Neural Representations
- CVPR 2025Mitigating Ambiguities in 3D Classification with Gaussian Splatting
- CVPR 2025MNE-SLAM: Multi-Agent Neural SLAM for Mobile Robots
- CVPR 2025MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting
- CVPR 2025MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision
- CVPR 2025MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction
- CVPR 2025MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
- CVPR 2025Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization
- CVPR 2025MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds
- CVPR 2025Multi-modal Vision Pre-training for Medical Image Analysis
- CVPR 2025Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds
- CVPR 2025Multi-View Pose-Agnostic Change Localization with Zero Labels
- CVPR 2025Multi-view Reconstruction via SfM-guided Monocular Depth Estimation
- CVPR 2025Multimodal Autoregressive Pre-training of Large Vision Encoders
- CVPR 2025MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities
- CVPR 2025MUSt3R: Multi-view Network for Stereo 3D Reconstruction
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。