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 1,405 篇，第 19 / 29 页

  1. NeurIPS 2025Adaptive Time Encoding for Irregular Multivariate Time-Series Classification
  2. NeurIPS 2025AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders
  3. NeurIPS 2025Advancing Expert Specialization for Better MoE
  4. NeurIPS 2025AI Testing Should Account for Sophisticated Strategic Behaviour
  5. NeurIPS 2025AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
  6. NeurIPS 2025AlphaFold Database Debiasing for Robust Inverse Folding
  7. NeurIPS 2025AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction
  8. NeurIPS 2025An Adaptive Quantum Circuit of Dempster's Rule of Combination for Uncertain Pattern Classification
  9. NeurIPS 2025An Effective Levelling Paradigm for Unlabeled Scenarios
  10. NeurIPS 2025An Improved Algorithm for Adversarial Linear Contextual Bandits via Reduction
  11. NeurIPS 2025Analyzing Similarity Metrics for Data Selection for Language Model Pretraining
  12. NeurIPS 2025Anchor-based Maximum Discrepancy for Relative Similarity Testing
  13. NeurIPS 2025AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
  14. NeurIPS 2025Angular Constraint Embedding via SpherePair Loss for Constrained Clustering
  15. NeurIPS 2025Any-stepsize Gradient Descent for Separable Data under Fenchel–Young Losses
  16. NeurIPS 2025Approximate Gradient Coding for Distributed Learning with Heterogeneous Stragglers
  17. NeurIPS 2025Are Pixel-Wise Metrics Reliable for Computerized Tomography Reconstruction?
  18. NeurIPS 2025Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
  19. NeurIPS 2025AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
  20. NeurIPS 2025Attribution-Driven Adaptive Token Pruning for Transformers
  21. NeurIPS 2025Availability-aware Sensor Fusion via Unified Canonical Space
  22. NeurIPS 2025Bandit Guided Submodular Curriculum for Adaptive Subset Selection
  23. NeurIPS 2025BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
  24. NeurIPS 2025Behavior Injection: Preparing Language Models for Reinforcement Learning
  25. NeurIPS 2025Bernstein–von Mises for Adaptively Collected Data
  26. NeurIPS 2025Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
  27. NeurIPS 2025Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs
  28. NeurIPS 2025Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
  29. NeurIPS 2025Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation
  30. NeurIPS 2025Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression
  31. NeurIPS 2025Bipolar Self-attention for Spiking Transformers
  32. NeurIPS 2025BLEUBERI: BLEU is a surprisingly effective reward for instruction following
  33. NeurIPS 2025Block Coordinate Descent for Neural Networks Provably Finds Global Minima
  34. NeurIPS 2025Block-Biased Mamba for Long-Range Sequence Processing
  35. NeurIPS 2025Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving
  36. NeurIPS 2025BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification
  37. NeurIPS 2025BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem
  38. NeurIPS 2025Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
  39. NeurIPS 2025Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
  40. NeurIPS 2025Breaking the Discretization Barrier of Continuous Physics Simulation Learning
  41. NeurIPS 2025Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification
  42. NeurIPS 2025Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs
  43. NeurIPS 2025CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension
  44. NeurIPS 2025CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
  45. NeurIPS 2025Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
  46. NeurIPS 2025Chain-of-Model Learning for Language Model
  47. NeurIPS 2025Channel Matters: Estimating Channel Influence for Multivariate Time Series
  48. NeurIPS 2025Checklists Are Better Than Reward Models For Aligning Language Models
  49. NeurIPS 2025Class-wise Balancing Data Replay for Federated Class-Incremental Learning
  50. NeurIPS 2025ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive

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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