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

每年论文数

各会议论文数

按年份和会议统计

三维视觉论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20231525622333563
20242229644389751
202525416252434902
20262111971174851,010

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

全部三维视觉论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 3,224 篇，第 18 / 65 页

  1. NeurIPS 2026DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers
  2. NeurIPS 2026DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting
  3. NeurIPS 2026DySurface: Consistent 4D Surface Reconstruction via Bridging Explicit Gaussians and Implicit Functions
  4. NeurIPS 2026Efficient and Robust Physical 3DGS-MPM Simulation via Interior Filling and Text-Physics Optimization
  5. NeurIPS 2026Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
  6. NeurIPS 2026EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision
  7. NeurIPS 2026EgoTac: In-the-wild Tactile Prediction from Egocentric Vision
  8. NeurIPS 2026Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
  9. NeurIPS 2026Evaluating Deployable Inference-Time Error Prediction in Vision MoEs
  10. NeurIPS 2026Extending 3D Reconstruction Models to Any Camera
  11. NeurIPS 2026Extremely Sparse-View Computed Tomography from 2D Projections via Pose-Aware Diffusion Priors
  12. NeurIPS 2026Feed-Forward 3D Gaussian Splatting for High-Fidelity Animatable Hand Avatar Reconstruction from a Single Image
  13. NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
  14. NeurIPS 2026Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement
  15. NeurIPS 2026FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction
  16. NeurIPS 2026FlowHOI: Flow-based Semantics-Grounded Generation of Hand-Object Interactions for Dexterous Robot Manipulation
  17. NeurIPS 2026FocusNav: Learning Task-directed Perception via Action-Aware Future Reconstruction in Vision-and-Language Navigation
  18. NeurIPS 2026FoundSurface: Feedforward Ray-Based 3D Scene Surface Reconstruction from Unposed Images
  19. NeurIPS 2026FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
  20. NeurIPS 2026From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
  21. NeurIPS 2026FRUC: Feedforward Dynamic Scene Reconstruction from Uncalibrated Collaborative Driving Views
  22. NeurIPS 2026GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos
  23. NeurIPS 2026Gaussian Density Splatting Network
  24. NeurIPS 2026Gaussian Splatting-based Volumetric Video Compression with Sparse 4D Anchors
  25. NeurIPS 2026Generalized Wasserstein Flow Matching: Transport Plans, Everywhere, All at Once
  26. NeurIPS 2026GenRec: Knowing Where to Reconstruct and Where to Generate
  27. NeurIPS 2026GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction
  28. NeurIPS 2026Geometry-Aware Representation Denoising for Multi-view Image Restoration and 3D Reconstruction
  29. NeurIPS 2026GeoPano: Towards Geometrically Accurate Panoramic 3D Reconstruction from a Single Panorama
  30. NeurIPS 2026Georeferenced Cross-View 3D Reconstruction from Ground and Satellite Images
  31. NeurIPS 2026GGQR: Gaussian-Grounded Query Refinement for Feed-Forward 4D Gaussian Splatting
  32. NeurIPS 2026GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
  33. NeurIPS 2026Glob3R: Global Structure-from-Motion with 3D Foundation Models
  34. NeurIPS 2026Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
  35. NeurIPS 2026Grounded-Exo2Ego: Structured Semantic Grounding for Robust Exocentric-to-Egocentric Video Generation
  36. NeurIPS 2026HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT
  37. NeurIPS 2026Hierarchical Graph Alignment for Cross-Modal 3D Scene Grounding
  38. NeurIPS 2026HilbertGen-3D:Hilbert--Multifractal Conditioning for Topology-Aware 3D Generation
  39. NeurIPS 2026HIST3R: Rectified State Decomposition from History for Streaming 3D Reconstruction
  40. NeurIPS 2026Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion
  41. NeurIPS 2026IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
  42. NeurIPS 2026Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
  43. NeurIPS 2026Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction
  44. NeurIPS 2026LaSA-Net: A Language-Guided Network for Outdoor Generalized 3D Referring Expression Segmentation
  45. NeurIPS 2026Learning Hierarchical Patch Splitting Policies for Faster Vision Transformers
  46. NeurIPS 2026Less Decoder is More Encoder: Geometric Representation Learning from Novel View Synthesis
  47. NeurIPS 2026Lookalike3D: Seeing Double in 3D
  48. NeurIPS 2026Lost on Campus: Evaluating Embodied Spatial Reasoning of Vision-Language Models in the Wild
  49. NeurIPS 2026M-plicits: Neural Implicit Surfaces via Nested Multiscale Residuals
  50. NeurIPS 2026MACRO: Training-free Multi-plane Attention for Closeup Render Optimization

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"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

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