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 101 / 118 页

  1. CVPR 2023Dense Network Expansion for Class Incremental Learning
  2. CVPR 2023Differentiable Shadow Mapping for Efficient Inverse Graphics
  3. CVPR 2023Difficulty-Based Sampling for Debiased Contrastive Representation Learning
  4. CVPR 2023DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
  5. CVPR 2023DIFu: Depth-Guided Implicit Function for Clothed Human Reconstruction
  6. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
  7. CVPR 2023DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training
  8. CVPR 2023Discrete Point-Wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition
  9. CVPR 2023Discriminator-Cooperated Feature Map Distillation for GAN Compression
  10. CVPR 2023Disentangled Representation Learning for Unsupervised Neural Quantization
  11. CVPR 2023Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation With Cross-Scale Distortion Awareness
  12. CVPR 2023Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition
  13. CVPR 2023Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection
  14. CVPR 2023Distilling Neural Fields for Real-Time Articulated Shape Reconstruction
  15. CVPR 2023DisWOT: Student Architecture Search for Distillation WithOut Training
  16. CVPR 2023DKM: Dense Kernelized Feature Matching for Geometry Estimation
  17. CVPR 2023DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning
  18. CVPR 2023DoNet: Deep De-Overlapping Network for Cytology Instance Segmentation
  19. CVPR 2023DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration
  20. CVPR 2023DropMAE: Masked Autoencoders With Spatial-Attention Dropout for Tracking Tasks
  21. CVPR 2023DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment
  22. CVPR 2023DynaMask: Dynamic Mask Selection for Instance Segmentation
  23. CVPR 2023Dynamic Aggregated Network for Gait Recognition
  24. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
  25. CVPR 2023Dynamic Focus-Aware Positional Queries for Semantic Segmentation
  26. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
  27. CVPR 2023EC2: Emergent Communication for Embodied Control
  28. CVPR 2023EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
  29. CVPR 2023Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
  30. CVPR 2023EfficientSCI: Densely Connected Network With Space-Time Factorization for Large-Scale Video Snapshot Compressive Imaging
  31. CVPR 2023Endpoints Weight Fusion for Class Incremental Semantic Segmentation
  32. CVPR 2023Evolved Part Masking for Self-Supervised Learning
  33. CVPR 2023EvShutter: Transforming Events for Unconstrained Rolling Shutter Correction
  34. CVPR 2023Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields
  35. CVPR 2023Explicit Visual Prompting for Low-Level Structure Segmentations
  36. CVPR 2023Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
  37. CVPR 2023Exploring Data Geometry for Continual Learning
  38. CVPR 2023Feature Shrinkage Pyramid for Camouflaged Object Detection With Transformers
  39. CVPR 2023FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
  40. CVPR 2023FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation
  41. CVPR 2023FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction
  42. CVPR 2023FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures
  43. CVPR 2023FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction
  44. CVPR 2023FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
  45. CVPR 2023FlexiViT: One Model for All Patch Sizes
  46. CVPR 2023Flow Supervision for Deformable NeRF
  47. CVPR 2023FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation
  48. CVPR 2023Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns
  49. CVPR 2023Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-per-Second
  50. CVPR 2023GamutMLP: A Lightweight MLP for Color Loss Recovery

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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