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 6 / 18 页

  1. ICLR 2026Selective Data Removal for Distributional Machine Unlearning
  2. ICLR 2026SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
  3. ICLR 2026SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples
  4. ICLR 2026ShieldedCode: Learning Robust Representations for Virtual Machine Protected Code
  5. ICLR 2026Simulation to Rules: A Dual-VLM Framework for Formal Visual Planning
  6. ICLR 2026SinkTrack: Attention Sink based Context Anchoring for Large Language Models
  7. ICLR 2026SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
  8. ICLR 2026SkyEvents: A Large-Scale Event-enhanced UAV Dataset for Robust 3D Scene Reconstruction
  9. ICLR 2026SliderQuant: Accurate Post-Training Quantization for LLMs
  10. ICLR 2026SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
  11. ICLR 2026SparseD: Sparse Attention for Diffusion Language Models
  12. ICLR 2026Spatially Informed Autoencoders for Interpretable Visual Representation Learning
  13. ICLR 2026Spectral Attention Steering for Prompt Highlighting
  14. ICLR 2026Speculative Actions: A Lossless Framework for Faster AI Agents
  15. ICLR 2026Spike-based Digital Brain: a novel fundamental model for brain activity analysis
  16. ICLR 2026Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
  17. ICLR 2026SRT: Super-Resolution for Time Series via Disentangled Rectified Flow
  18. ICLR 2026Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping
  19. ICLR 2026STAR: Similarity-guided Teacher-Assisted Refinement for Super-Tiny Function Calling Models
  20. ICLR 2026STAR: Strategy-driven Automatic Jailbreak Red-teaming For Large Language Model
  21. ICLR 2026STARK: Strategic Team of Agents for Refining Kernels
  22. ICLR 2026station2radar: query‑conditioned gaussian splatting for precipitation field
  23. ICLR 2026STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation
  24. ICLR 2026Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
  25. ICLR 2026SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
  26. ICLR 2026Sublinear Time Quantum Algorithm for Attention Approximation
  27. ICLR 2026SWE-RM: Execution-free Feedback for Software Engineering Agents
  28. ICLR 2026Symmetric Space Learning for Combinatorial Generalization
  29. ICLR 2026T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation
  30. ICLR 2026Taming Curvature: Architecture Warm-up for Stable Transformer Training
  31. ICLR 2026TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS
  32. ICLR 2026Temporal Geometry of Deep Networks: Hyperbolic Representations of Training Dynamics for Intrinsic Explainability
  33. ICLR 2026Tequila: Deadzone-free Ternary Quantization for Large Language Models
  34. ICLR 2026Test-Time Iterative Error Correction for Efficient Diffusion Models
  35. ICLR 2026Textual Equilibrium Propagation for Deep Compound AI Systems
  36. ICLR 2026The Expressive Limits of Diagonal SSMs for State-Tracking
  37. ICLR 2026Theoretical Guarantees for Causal Discovery on Large Random Graphs
  38. ICLR 2026Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
  39. ICLR 2026Token-level Data Selection for Safe LLM Fine-tuning
  40. ICLR 2026Towards Sampling Data Structures for Tensor Products in Turnstile Streams
  41. ICLR 2026Traceable Black-Box Watermarks For Federated Learning
  42. ICLR 2026Train Once, Answer All: Many Pretraining Experiments for the Cost of One
  43. ICLR 2026TrajTok: What makes for a good trajectory tokenizer in behavior generation?
  44. ICLR 2026Triangle Multiplication is All You Need for Biomolecular Structure Representations
  45. ICLR 2026Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning
  46. ICLR 2026TyphoonMLA: A Mixed Naive-Absorb MLA Kernel For Shared Prefix
  47. ICLR 2026Unbalanced Soft-Matching Distance For Neural Representational Comparison With Partial Unit Correspondence
  48. ICLR 2026Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
  49. ICLR 2026Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models
  50. ICLR 2026UniSplat: Unified Spatio-Temporal Fusion via 3D Latent Scaffolds for Dynamic Driving Scene 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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