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 1,657 篇，第 28 / 34 页

  1. CVPR 2023Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution
  2. CVPR 2023BEV-Guided Multi-Modality Fusion for Driving Perception
  3. CVPR 2023BEV@DC: Bird's-Eye View Assisted Training for Depth Completion
  4. CVPR 2023Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection
  5. CVPR 2023Bias-Eliminating Augmentation Learning for Debiased Federated Learning
  6. CVPR 2023BiasAdv: Bias-Adversarial Augmentation for Model Debiasing
  7. CVPR 2023Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis
  8. CVPR 2023BioNet: A Biologically-Inspired Network for Face Recognition
  9. CVPR 2023Bit-Shrinking: Limiting Instantaneous Sharpness for Improving Post-Training Quantization
  10. CVPR 2023BITE: Beyond Priors for Improved Three-D Dog Pose Estimation
  11. CVPR 2023BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
  12. CVPR 2023Block Selection Method for Using Feature Norm in Out-of-Distribution Detection
  13. CVPR 2023Blowing in the Wind: CycleNet for Human Cinemagraphs From Still Images
  14. CVPR 2023Boosting Verified Training for Robust Image Classifications via Abstraction
  15. CVPR 2023Bridging Search Region Interaction With Template for RGB-T Tracking
  16. CVPR 2023Bringing Inputs to Shared Domains for 3D Interacting Hands Recovery in the Wild
  17. CVPR 2023Building Rearticulable Models for Arbitrary 3D Objects From 4D Point Clouds
  18. CVPR 2023Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization
  19. CVPR 2023Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution
  20. CVPR 2023CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution
  21. CVPR 2023Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition
  22. CVPR 2023Class-Incremental Exemplar Compression for Class-Incremental Learning
  23. CVPR 2023CLIP the Gap: A Single Domain Generalization Approach for Object Detection
  24. CVPR 2023Clothing-Change Feature Augmentation for Person Re-Identification
  25. CVPR 2023Co-Training 2L Submodels for Visual Recognition
  26. CVPR 2023CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning
  27. CVPR 2023Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation
  28. CVPR 2023Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching
  29. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
  30. CVPR 2023Constrained Evolutionary Diffusion Filter for Monocular Endoscope Tracking
  31. CVPR 2023Continual Detection Transformer for Incremental Object Detection
  32. CVPR 2023Continuous Intermediate Token Learning With Implicit Motion Manifold for Keyframe Based Motion Interpolation
  33. CVPR 2023Controllable Light Diffusion for Portraits
  34. CVPR 2023CP3: Channel Pruning Plug-In for Point-Based Networks
  35. CVPR 2023CRAFT: Concept Recursive Activation FacTorization for Explainability
  36. CVPR 2023Critical Learning Periods for Multisensory Integration in Deep Networks
  37. CVPR 2023Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification
  38. CVPR 2023DAA: A Delta Age AdaIN Operation for Age Estimation via Binary Code Transformer
  39. CVPR 2023Data-Driven Feature Tracking for Event Cameras
  40. CVPR 2023Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning
  41. CVPR 2023Decoupled Multimodal Distilling for Emotion Recognition
  42. CVPR 2023Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
  43. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection
  44. CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
  45. CVPR 2023Deformable Mesh Transformer for 3D Human Mesh Recovery
  46. CVPR 2023Dense Network Expansion for Class Incremental Learning
  47. CVPR 2023Differentiable Shadow Mapping for Efficient Inverse Graphics
  48. CVPR 2023Difficulty-Based Sampling for Debiased Contrastive Representation Learning
  49. CVPR 2023DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
  50. CVPR 2023DIFu: Depth-Guided Implicit Function for Clothed Human Reconstruction

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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