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 313 篇，第 4 / 7 页

  1. ICLR 2026Learning Escorted Protocols For Multistate Free-Energy Estimation
  2. ICLR 2026Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
  3. ICLR 2026Learning for Highly Faithful Explainability
  4. ICLR 2026Learning to Segment for Vehicle Routing Problems
  5. ICLR 2026Learning to Weight Parameters for Training Data Attribution
  6. ICLR 2026Learning under Quantization for High-Dimensional Linear Regression
  7. ICLR 2026LEGACY: A Lightweight Dynamic Gradient Compression Strategy for Distributed Deep Learning
  8. ICLR 2026LeRobot: An Open-Source Library for End-to-End Robot Learning
  9. ICLR 2026Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
  10. ICLR 2026Libra: Effective yet Efficient Load Balancing for Large-scale MoE Inference
  11. ICLR 2026Lifelong Learning with Behavior Consolidation for Vehicle Routing
  12. ICLR 2026LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
  13. ICLR 2026Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
  14. ICLR 2026Lossless Vocabulary Reduction for Auto-Regressive Language Models
  15. ICLR 2026MambaSL: Exploring Single-Layer Mamba for Time Series Classification
  16. ICLR 2026Matching without Group Barrier for Heterogeneous Treatment Effect Estimation
  17. ICLR 2026MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
  18. ICLR 2026MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
  19. ICLR 2026MeSH: Memory-as-State-Highways for Recursive Transformers
  20. ICLR 2026MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models
  21. ICLR 2026MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion
  22. ICLR 2026Minimax-Optimal Aggregation for Density Ratio Estimation
  23. ICLR 2026MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
  24. ICLR 2026MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
  25. ICLR 2026MoRA: Mobility as the Backbone for Geospatial Representation Learning at Scale
  26. ICLR 2026Multifidelity Simulation-based Inference for Computationally Expensive Simulators
  27. ICLR 2026Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
  28. ICLR 2026NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction
  29. ICLR 2026Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
  30. ICLR 2026Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
  31. ICLR 2026Neural Graduated Assignment for Maximum Common Edge Subgraphs
  32. ICLR 2026Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport
  33. ICLR 2026Neural Latent Arbitrary Lagrangian-Eulerian Grids for Fluid-Solid Interaction
  34. ICLR 2026Neural Posterior Estimation with Latent Basis Expansions
  35. ICLR 2026Non-Collaborative User Simulators for Tool Agents
  36. ICLR 2026Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
  37. ICLR 2026NRGPT: An Energy-based Alternative for GPT
  38. ICLR 2026Null-Space Filtering for Data-free Continual Model Merging: Preserving Transparency, Promoting Fidelity
  39. ICLR 2026OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
  40. ICLR 2026OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving
  41. ICLR 2026Octax: Accelerated CHIP-8 Arcade Environments for Reinforcement Learning in JAX
  42. ICLR 2026OFMU: OPTIMIZATION-DRIVEN FRAMEWORK FOR MACHINE UNLEARNING
  43. ICLR 2026OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
  44. ICLR 2026On Coreset for LASSO Regression Problem with Sensitivity Sampling
  45. ICLR 2026On Smoothness Bounds for Non-Clairvoyant Scheduling with Predictions
  46. ICLR 2026On the Benefits of Weight Normalization for Overparameterized Matrix Sensing
  47. ICLR 2026On the Expressive Power of GNNs for Boolean Satisfiability
  48. ICLR 2026On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignment
  49. ICLR 2026One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning
  50. ICLR 2026OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography

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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