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 48 / 65 页

  1. ICLR 2024LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
  2. ICLR 2024LRM: Large Reconstruction Model for Single Image to 3D
  3. ICLR 2024MagicDrive: Street View Generation with Diverse 3D Geometry Control
  4. ICLR 2024Mask-Based Modeling for Neural Radiance Fields
  5. ICLR 2024MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection
  6. ICLR 2024MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
  7. ICLR 2024Multi-View Representation is What You Need for Point-Cloud Pre-Training
  8. ICLR 2024Neural Field Classifiers via Target Encoding and Classification Loss
  9. ICLR 2024Neural Polynomial Gabor Fields for Macro Motion Analysis
  10. ICLR 2024Neural Processing of Tri-Plane Hybrid Neural Fields
  11. ICLR 2024Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
  12. ICLR 2024OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views
  13. ICLR 2024PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
  14. ICLR 2024Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds
  15. ICLR 2024Pooling Image Datasets with Multiple Covariate Shift and Imbalance
  16. ICLR 2024PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
  17. ICLR 2024Pose Modulated Avatars from Video
  18. ICLR 2024Pre-training LiDAR-based 3D Object Detectors through Colorization
  19. ICLR 2024Pseudo-Generalized Dynamic View Synthesis from a Video
  20. ICLR 2024Quasi-Monte Carlo for 3D Sliced Wasserstein
  21. ICLR 2024Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
  22. ICLR 2024Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis
  23. ICLR 2024REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning
  24. ICLR 2024ResFields: Residual Neural Fields for Spatiotemporal Signals
  25. ICLR 2024Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos
  26. ICLR 2024SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
  27. ICLR 2024Skip-Attention: Improving Vision Transformers by Paying Less Attention
  28. ICLR 2024Sliced Wasserstein Estimation with Control Variates
  29. ICLR 2024SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
  30. ICLR 2024SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
  31. ICLR 2024Symbol as Points: Panoptic Symbol Spotting via Point-based Representation
  32. ICLR 2024SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
  33. ICLR 2024Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance
  34. ICLR 2024Towards 3D Molecule-Text Interpretation in Language Models
  35. ICLR 2024Towards Category Unification of 3D Single Object Tracking on Point Clouds
  36. ICLR 2024Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
  37. ICLR 2024TUVF: Learning Generalizable Texture UV Radiance Fields
  38. ICLR 2024UC-NERF: Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous Driving
  39. ICLR 2024Uni3D: Exploring Unified 3D Representation at Scale
  40. ICLR 2024Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
  41. ICLR 2024USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
  42. ICLR 2024V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
  43. ICLR 2024Vision Transformers Need Registers
  44. ICLR 2024WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
  45. ICLR 2024Win-Win: Training High-Resolution Vision Transformers from Two Windows
  46. ICML 20243D Geometric Shape Assembly via Efficient Point Cloud Matching
  47. ICML 20243D-VLA: A 3D Vision-Language-Action Generative World Model
  48. ICML 2024A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)
  49. ICML 2024An Explicit Frame Construction for Normalizing 3D Point Clouds
  50. ICML 2024Bridging Environments and Language with Rendering Functions and Vision-Language Models

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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