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 902 篇,第 17 / 19 页
- NeurIPS 2025Omnidirectional 3D Scene Reconstruction from Single Image
- NeurIPS 2025OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
- NeurIPS 2025On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
- NeurIPS 2025Online Segment Any 3D Thing as Instance Tracking
- NeurIPS 2025OnlineSplatter: Pose-Free Online 3D Reconstruction for Free-Moving Objects
- NeurIPS 2025OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
- NeurIPS 2025Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
- NeurIPS 2025Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
- NeurIPS 2025Optimized Minimal 3D Gaussian Splatting
- NeurIPS 2025Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
- NeurIPS 2025Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
- NeurIPS 2025PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-forward Planar Splatting
- NeurIPS 2025PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors
- NeurIPS 2025Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium Representation
- NeurIPS 2025Point Cloud Synthesis Using Inner Product Transforms
- NeurIPS 2025Point-MaDi: Masked Autoencoding with Diffusion for Point Cloud Pre-training
- NeurIPS 2025Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
- NeurIPS 2025Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D Detection
- NeurIPS 2025PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
- NeurIPS 2025PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
- NeurIPS 2025PointTruss: K-Truss for Point Cloud Registration
- NeurIPS 2025Polyline Path Masked Attention for Vision Transformer
- NeurIPS 2025PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations
- NeurIPS 2025PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy
- NeurIPS 2025Pose Splatter: A 3D Gaussian Splatting Model for Quantifying Animal Pose and Appearance
- NeurIPS 2025PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
- NeurIPS 2025Pro3D-Editor: A Progressive Framework for Consistent and Precise 3D Editing
- NeurIPS 2025ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos
- NeurIPS 2025Puzzles: Unbounded Video-Depth Augmentation for Scalable End-to-End 3D Reconstruction
- NeurIPS 2025Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting
- NeurIPS 2025RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion
- NeurIPS 2025REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
- NeurIPS 2025Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation
- NeurIPS 2025ReCon-GS: Continuum-Preserved Guassian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
- NeurIPS 2025Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos
- NeurIPS 2025Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery
- NeurIPS 2025Rectified Point Flow: Generic Point Cloud Pose Estimation
- NeurIPS 2025Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
- NeurIPS 2025Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
- NeurIPS 2025REOrdering Patches Improves Vision Models
- NeurIPS 2025Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video
- NeurIPS 2025RGB-Only Supervised Camera Parameter Optimization in Dynamic Scenes
- NeurIPS 2025Rig3R: Rig-Aware Conditioning and Discovery for 3D Reconstruction
- NeurIPS 2025RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
- NeurIPS 2025Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting
- NeurIPS 2025ROGR: Relightable 3D Objects using Generative Relighting
- NeurIPS 2025SAP: Exact Sorting in Splatting via Screen-Aligned Primitives
- NeurIPS 2025SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
- NeurIPS 2025Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset
- NeurIPS 2025SegMASt3R: Geometry Grounded Segment Matching
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。