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 511 篇，第 5 / 11 页
- ICLR 20253D-SPATIAL MULTIMODAL MEMORY
- ICLR 20253DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D Editing
- ICLR 20253DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
- ICLR 20254K4DGen: Panoramic 4D Generation at 4K Resolution
- ICLR 20256DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering
- ICLR 2025Accessing Vision Foundation Models via ImageNet-1K
- ICLR 2025Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos
- ICLR 2025An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
- ICLR 2025AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
- ICLR 2025Asymmetric Factorized Bilinear Operation for Vision Transformer
- ICLR 2025Atlas Gaussians Diffusion for 3D Generation
- ICLR 2025Autoregressive Pretraining with Mamba in Vision
- ICLR 2025Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
- ICLR 2025Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
- ICLR 2025BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
- ICLR 2025Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
- ICLR 2025Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
- ICLR 2025Captured by Captions: On Memorization and its Mitigation in CLIP Models
- ICLR 2025CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression
- ICLR 2025CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
- ICLR 2025CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
- ICLR 2025CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
- ICLR 2025Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
- ICLR 2025ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors
- ICLR 2025ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
- ICLR 2025Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation
- ICLR 2025CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
- ICLR 2025DELTA: DENSE EFFICIENT LONG-RANGE 3D TRACKING FOR ANY VIDEO
- ICLR 2025DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
- ICLR 2025DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo
- ICLR 2025Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
- ICLR 2025DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation
- ICLR 2025Discovering Influential Neuron Path in Vision Transformers
- ICLR 2025Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
- ICLR 2025DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
- ICLR 2025Duoduo CLIP: Efficient 3D Understanding with Multi-View Images
- ICLR 2025Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Dynamic Scenes
- ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
- ICLR 2025EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
- ICLR 2025Efficient Learning with Sine-Activated Low-Rank Matrices
- ICLR 2025EG4D: Explicit Generation of 4D Object without Score Distillation
- ICLR 2025EmbodiedSAM: Online Segment Any 3D Thing in Real Time
- ICLR 2025Fast Feedforward 3D Gaussian Splatting Compression
- ICLR 2025Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
- ICLR 2025Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
- ICLR 2025FreeVS: Generative View Synthesis on Free Driving Trajectory
- ICLR 2025Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
- ICLR 2025Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
- ICLR 2025Gaussian Splatting Lucas-Kanade
- ICLR 2025Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
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。