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 899 篇，第 11 / 18 页

  1. ICLR 2025Score-based free-form architectures for high-dimensional Fokker-Planck equations
  2. ICLR 2025Second Order Bounds for Contextual Bandits with Function Approximation
  3. ICLR 2025Self-Normalized Resets for Plasticity in Continual Learning
  4. ICLR 2025Semantix: An Energy-guided Sampler for Semantic Style Transfer
  5. ICLR 2025Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
  6. ICLR 2025Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
  7. ICLR 2025SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings
  8. ICLR 2025Simple Guidance Mechanisms for Discrete Diffusion Models
  9. ICLR 2025SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting
  10. ICLR 2025SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction
  11. ICLR 2025SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
  12. ICLR 2025SOREL: A Stochastic Algorithm for Spectral Risks Minimization
  13. ICLR 2025SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
  14. ICLR 2025Sparse Learning for State Space Models on Mobile
  15. ICLR 2025Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
  16. ICLR 2025Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation
  17. ICLR 2025STAR: Stability-Inducing Weight Perturbation for Continual Learning
  18. ICLR 2025STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes
  19. ICLR 2025Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs
  20. ICLR 2025Structure Language Models for Protein Conformation Generation
  21. ICLR 2025SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
  22. ICLR 2025SWEb: A Large Web Dataset for the Scandinavian Languages
  23. ICLR 2025Tailoring Mixup to Data for Calibration
  24. ICLR 2025Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
  25. ICLR 2025TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining
  26. ICLR 2025Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification
  27. ICLR 2025Training-Free Message Passing for Learning on Hypergraphs
  28. ICLR 2025Trajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving
  29. ICLR 2025Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
  30. ICLR 2025TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting
  31. ICLR 2025Uncertainty Herding: One Active Learning Method for All Label Budgets
  32. ICLR 2025UniDrive: Towards Universal Driving Perception Across Camera Configurations
  33. ICLR 2025Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers
  34. ICLR 2025uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs
  35. ICLR 2025Utilitarian Algorithm Configuration for Infinite Parameter Spaces
  36. ICLR 2025Variance-Reducing Couplings for Random Features
  37. ICLR 2025What Are Good Positional Encodings for Directed Graphs?
  38. ICLR 2025X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
  39. ICLR 2025XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification
  40. ICLR 2025Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free
  41. ICLR 2025Your Weak LLM is Secretly a Strong Teacher for Alignment
  42. ICLR 2024$\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
  43. ICLR 2024$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
  44. ICLR 2024A 2-Dimensional State Space Layer for Spatial Inductive Bias
  45. ICLR 2024A Characterization Theorem for Equivariant Networks with Point-wise Activations
  46. ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
  47. ICLR 2024A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
  48. ICLR 2024A Differentially Private Clustering Algorithm for Well-Clustered Graphs
  49. ICLR 2024A Hierarchical Bayesian Model for Few-Shot Meta Learning
  50. ICLR 2024A Quadratic Synchronization Rule for Distributed Deep 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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