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 23 / 34 页

  1. CVPR 2024Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-Identification
  2. CVPR 2024Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification
  3. CVPR 2024In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing
  4. CVPR 2024In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
  5. CVPR 2024Initialization Matters for Adversarial Transfer Learning
  6. CVPR 2024Inlier Confidence Calibration for Point Cloud Registration
  7. CVPR 2024Intensity-Robust Autofocus for Spike Camera
  8. CVPR 2024Intrinsic Image Diffusion for Indoor Single-view Material Estimation
  9. CVPR 2024IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images
  10. CVPR 2024Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?
  11. CVPR 2024JointSQ: Joint Sparsification-Quantization for Distributed Learning
  12. CVPR 2024KeyPoint Relative Position Encoding for Face Recognition
  13. CVPR 2024L0-Sampler: An L0 Model Guided Volume Sampling for NeRF
  14. CVPR 2024L2B: Learning to Bootstrap Robust Models for Combating Label Noise
  15. CVPR 2024LAENeRF: Local Appearance Editing for Neural Radiance Fields
  16. CVPR 2024LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
  17. CVPR 2024LAN: Learning to Adapt Noise for Image Denoising
  18. CVPR 2024Language Models as Black-Box Optimizers for Vision-Language Models
  19. CVPR 2024LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation
  20. CVPR 2024LEAD: Exploring Logit Space Evolution for Model Selection
  21. CVPR 2024LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
  22. CVPR 2024Learned Trajectory Embedding for Subspace Clustering
  23. CVPR 2024Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification
  24. CVPR 2024Learning Degradation-Independent Representations for Camera ISP Pipelines
  25. CVPR 2024Learning Degradation-unaware Representation with Prior-based Latent Transformations for Blind Face Restoration
  26. CVPR 2024Learning Diffusion Texture Priors for Image Restoration
  27. CVPR 2024Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
  28. CVPR 2024Learning Inclusion Matching for Animation Paint Bucket Colorization
  29. CVPR 2024Learning to Produce Semi-dense Correspondences for Visual Localization
  30. CVPR 2024Learning to Transform Dynamically for Better Adversarial Transferability
  31. CVPR 2024Learning Transferable Negative Prompts for Out-of-Distribution Detection
  32. CVPR 2024Learning Visual Prompt for Gait Recognition
  33. CVPR 2024Learning with Structural Labels for Learning with Noisy Labels
  34. CVPR 2024LEOD: Label-Efficient Object Detection for Event Cameras
  35. CVPR 2024Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
  36. CVPR 2024LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes
  37. CVPR 2024Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving
  38. CVPR 2024Link-Context Learning for Multimodal LLMs
  39. CVPR 2024LMDrive: Closed-Loop End-to-End Driving with Large Language Models
  40. CVPR 2024Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
  41. CVPR 2024LoCoNet: Long-Short Context Network for Active Speaker Detection
  42. CVPR 2024Logarithmic Lenses: Exploring Log RGB Data for Image Classification
  43. CVPR 2024Loopy-SLAM: Dense Neural SLAM with Loop Closures
  44. CVPR 2024LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking
  45. CVPR 2024Low-Latency Neural Stereo Streaming
  46. CVPR 2024LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
  47. CVPR 2024Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
  48. CVPR 2024ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation
  49. CVPR 2024MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection
  50. CVPR 2024MaskCLR: Attention-Guided Contrastive Learning for Robust Action 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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