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 940 篇，第 7 / 19 页

  1. NeurIPS 2026Enabling Denoising Score Matching Type Training for Manifold Diffusion Model via Momentum and Splitting
  2. NeurIPS 2026EngramState: Loadable Tool Priors for Efficient Function Calling
  3. NeurIPS 2026Entropy Distribution as a Fingerprint for Hallucinations in Generative Models
  4. NeurIPS 2026Entropy Guided Dynamic Patch Segmentation for Time Series Transformers
  5. NeurIPS 2026Epigenomics-Guided Flow Matching for 3D Genome Super-Resolution
  6. NeurIPS 2026Error-Guided Bellman Calibration for Semi-Offline Value Estimation
  7. NeurIPS 2026Euler-Mamba: Learning Resolution-Invariant State Evolution on Polar Manifolds for Asymmetric Pansharpening
  8. NeurIPS 2026Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
  9. NeurIPS 2026Evaluating Synthetic ECG Pretraining: When Can Patient-Free Simulators Substitute for Real ECG Data?
  10. NeurIPS 2026EVALUATION CARDS: An Interpretive Layer for AI Evaluation Reporting
  11. NeurIPS 2026Even More Guarantees for Variational Inference in the Presence of Symmetries
  12. NeurIPS 2026Evidential Semantic Uncertainty Decomposition for Large Language Models
  13. NeurIPS 2026Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
  14. NeurIPS 2026Exact Posterior Score Estimation for Solving Linear Inverse Problems
  15. NeurIPS 2026Exactness Matters for Physical Rule Enforcement
  16. NeurIPS 2026Explanations over Graphs: An Agent Architecture for IT Enterprise Diagnostic Tasks
  17. NeurIPS 2026Exploring the Epipolar Consistency for Light Field Deraining
  18. NeurIPS 2026Exponential Map Models as an Interpretable Framework for Generating Neural Spatial Representations
  19. NeurIPS 2026Fail-Closed Alignment for Large Language Models
  20. NeurIPS 2026Fast Algorithms for the Label Propagation Operator on Signed Graphs
  21. NeurIPS 2026Fast Alignment of Embeddings: Computational Guarantees for Anisotropic Procrustes-Wasserstein
  22. NeurIPS 2026Fast Gauss-Newton for Multiclass Cross-Entropy
  23. NeurIPS 2026Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference
  24. NeurIPS 2026Faster Rates For Federated Variational Inequalities
  25. NeurIPS 2026FEAD: Fine-Grained Epipolar Attention Diffusion for Large-Disparity Light Field Spatial Super-Resolution
  26. NeurIPS 2026FedAdaVR: Adaptive Variance Reduction for Robust Federated Learning under Limited Client Participation
  27. NeurIPS 2026Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation
  28. NeurIPS 2026FedPeel: Peeling Stabilized Layers for Robust Heterogeneous Federated Learning
  29. NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
  30. NeurIPS 2026FENet: Functional Embedding Neural Network for Change-Point Detection in Functional Time Series
  31. NeurIPS 2026fev-bench: A Realistic Benchmark for Time Series Forecasting
  32. NeurIPS 2026FFTSparse: Relative-Position Correlation Guided Sparse Attention for Long-Context Language Models
  33. NeurIPS 2026FiedlerPrune: Connectivity-Preserving Cross-Layer Pruning for Large Language Models
  34. NeurIPS 2026FineRMoE: Dimension Expansion for Finer-Grained Expert with an Upcycling Approach
  35. NeurIPS 2026FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting
  36. NeurIPS 2026FlashPlanner: Real-Time Goal-Conditioned Flow-Matching Planning for Autonomous Driving with Online RL Fine-Tuning
  37. NeurIPS 2026FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction
  38. NeurIPS 2026Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems
  39. NeurIPS 2026Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics
  40. NeurIPS 2026Flow-based Spectral Kernel Learning for Nonstationary Attention
  41. NeurIPS 2026Flow-Transformed Implicit Processes for Function-Space Variational Inference
  42. NeurIPS 2026FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning
  43. NeurIPS 2026Flux: Online, Fine-Grained Data Scheduling for Training Machine Learning Interatomic Potentials
  44. NeurIPS 2026Focus on Where You Aggregate: Restricted SAM for Non-IID Federated Learning
  45. NeurIPS 2026Forward Shapley Scoring for Non-Myopic Active Feature Acquisition
  46. NeurIPS 2026Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States
  47. NeurIPS 2026FRESCO: A Novel Consistency Control for Asynchronous Pipeline Parallel Training
  48. NeurIPS 2026From Approximation to Computation: Universal Power of Deep Narrow Networks at Constant Width
  49. NeurIPS 2026From Heartbeat to Cardiochoreography: A Mechanics Foundation Model for Individualized 4D Cardiac Motion Generation Conditioned on Electrophysiology
  50. NeurIPS 2026From Local Skills to Long-Horizon Tasks: Progressive Skill Exploration for LLM Web Agents

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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