驾驶仿真论文趋势 2023–2026

闭环仿真

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 5,882 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

驾驶仿真论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023219182218350969
20244101763583641,308
20255422282753601,405
20269403133635842,200

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

全部驾驶仿真论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 5,881 篇，第 105 / 118 页

  1. CVPR 2023Semidefinite Relaxations for Robust Multiview Triangulation
  2. CVPR 2023SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization
  3. CVPR 2023ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
  4. CVPR 2023Shape-Constraint Recurrent Flow for 6D Object Pose Estimation
  5. CVPR 2023Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification
  6. CVPR 2023Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations
  7. CVPR 2023SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds
  8. CVPR 2023Similarity Metric Learning for RGB-Infrared Group Re-Identification
  9. CVPR 2023SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene
  10. CVPR 2023SketchXAI: A First Look at Explainability for Human Sketches
  11. CVPR 2023SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation
  12. CVPR 2023SMPConv: Self-Moving Point Representations for Continuous Convolution
  13. CVPR 2023Soft Augmentation for Image Classification
  14. CVPR 2023SparseFusion: Distilling View-Conditioned Diffusion for 3D Reconstruction
  15. CVPR 2023Spatial-Frequency Mutual Learning for Face Super-Resolution
  16. CVPR 2023Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising
  17. CVPR 2023Starting From Non-Parametric Networks for 3D Point Cloud Analysis
  18. CVPR 2023STDLens: Model Hijacking-Resilient Federated Learning for Object Detection
  19. CVPR 2023Structured 3D Features for Reconstructing Controllable Avatars
  20. CVPR 2023Structured Kernel Estimation for Photon-Limited Deconvolution
  21. CVPR 2023StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping
  22. CVPR 2023SVGformer: Representation Learning for Continuous Vector Graphics Using Transformers
  23. CVPR 2023Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation
  24. CVPR 2023Target-Referenced Reactive Grasping for Dynamic Objects
  25. CVPR 2023TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving
  26. CVPR 2023Teleidoscopic Imaging System for Microscale 3D Shape Reconstruction
  27. CVPR 2023Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous Driving
  28. CVPR 2023Temporal Interpolation Is All You Need for Dynamic Neural Radiance Fields
  29. CVPR 2023Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection
  30. CVPR 2023The Enemy of My Enemy Is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training
  31. CVPR 2023Think Twice Before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving
  32. CVPR 2023Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning
  33. CVPR 2023TokenHPE: Learning Orientation Tokens for Efficient Head Pose Estimation via Transformers
  34. CVPR 2023Toward Accurate Post-Training Quantization for Image Super Resolution
  35. CVPR 2023Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment
  36. CVPR 2023Towards Effective Visual Representations for Partial-Label Learning
  37. CVPR 2023Towards Scalable Neural Representation for Diverse Videos
  38. CVPR 2023Train-Once-for-All Personalization
  39. CVPR 2023Trainable Projected Gradient Method for Robust Fine-Tuning
  40. CVPR 2023Transformer Scale Gate for Semantic Segmentation
  41. CVPR 2023Transforming Radiance Field With Lipschitz Network for Photorealistic 3D Scene Stylization
  42. CVPR 2023TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning With Structure-Trajectory Prompted Reconstruction for Person Re-Identification
  43. CVPR 2023Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction
  44. CVPR 2023UDE: A Unified Driving Engine for Human Motion Generation
  45. CVPR 2023Unbalanced Optimal Transport: A Unified Framework for Object Detection
  46. CVPR 2023Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
  47. CVPR 2023UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
  48. CVPR 2023UniSim: A Neural Closed-Loop Sensor Simulator
  49. CVPR 2023Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving
  50. CVPR 2023Vector Quantization With Self-Attention for Quality-Independent Representation Learning

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 查驾驶仿真在 NeurIPS 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": "simulation-for-driving"}

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驾驶仿真论文？
共 5,882 篇，按年份分别是 2023 年 969 篇、2024 年 1,308 篇、2025 年 1,405 篇、2026 年 2,200 篇。
NeurIPS 2026 有多少篇驾驶仿真论文？
NeurIPS 2026 有 940 篇驾驶仿真论文，上一届是 542 篇。
ICLR 2026 有多少篇驾驶仿真论文？
ICLR 2026 有 313 篇驾驶仿真论文，上一届是 228 篇。
ICML 2026 有多少篇驾驶仿真论文？
ICML 2026 有 363 篇驾驶仿真论文，上一届是 275 篇。
CVPR 2026 有多少篇驾驶仿真论文？
CVPR 2026 有 584 篇驾驶仿真论文，上一届是 360 篇。
哪个会议的驾驶仿真论文最多？
NeurIPS，2023–2026 年共 2,111 篇。

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