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 1,657 篇，第 4 / 34 页

  1. CVPR 2026DynamicVGGT Learning Dynamic Point Maps for 4D Scene Reconstruction in
  2. CVPR 2026E-3DPSM A State Machine for Event-based Egocentric 3D Human Pose
  3. CVPR 2026E2EGS Event-to-Edge Gaussian Splatting for Pose-Free 3D Reconstruction
  4. CVPR 2026Echoes of Ownership Adversarial-Guided Dual Injection for Copyright Protection in
  5. CVPR 2026EchoPOSE 6D Pose Estimation of Sparse Echocardiograms for Left-Ventricular 3D
  6. CVPR 2026EcoAlign An Economically Rational Framework for Efficient LVLM Alignment
  7. CVPR 2026Edge-Focused Super-Resolution for Omnidirectional Images with Spherical Geometric Augmentation
  8. CVPR 2026EDGS Eliminating Densification for Efficient Convergence of 3DGS
  9. CVPR 2026Efficient All-Pairs Correlation Volume Sampling for Optical Flow Estimation
  10. CVPR 2026Efficient Equivariant Transformer for Self-Driving Agent Modeling
  11. CVPR 2026Efficient Hybrid SE3-Equivariant Visuomotor Flow Policy via Spherical Harmonics for
  12. CVPR 2026Efficient Unrolled Networks for Large-Scale 3D Inverse Problems
  13. CVPR 2026Ego-Grounding for Personalized Question-Answering in Egocentric Videos
  14. CVPR 2026EgoXtreme A Dataset for Robust Object Pose Estimation in Egocentric
  15. CVPR 2026Elastic Weight Consolidation Done Right for Continual Learning
  16. CVPR 2026EMAD Evidence-Centric Grounded Multimodal Diagnosis for Alzheimers Disease
  17. CVPR 2026Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images
  18. CVPR 2026ENC-Bench A Benchmark for Evaluating Multimodal Large Language Models in
  19. CVPR 2026End-to-End Hyper-Relational Information Extraction for Engineering Diagrams via Dynamically Tokenized
  20. CVPR 2026Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
  21. CVPR 2026Enhancing Visual Representation with Textual Semantics Textual Semantics-Powered Prototypes for
  22. CVPR 2026EpiAgent An Agent-Centric System for Ancient Inscription Restoration
  23. CVPR 2026EventDrive Event Cameras for Vision-Language Driving Intelligence
  24. CVPR 2026EventHub Data Factory for Generalizable Event-Based Stereo Networks without Active
  25. CVPR 2026Every Error has Its Magnitude Asymmetric Mistake Severity Training for
  26. CVPR 2026Evidential Transformation Network Turning Pretrained Models into Evidential Models for
  27. CVPR 2026EvObj Learning Evolving Object-centric Representations for 3D Instance Segmentation without
  28. CVPR 2026EvoComp Learning Visual Token Compression for Multimodal Large Language Models
  29. CVPR 2026Exemplar-Free Continual Learning for State Space Models
  30. CVPR 2026Expanding mmWave Datasets for Human Pose Estimation with Unlabeled Data
  31. CVPR 2026Exploring Adaptive Masked Reconstruction for Self-Supervised Skeleton-Based Action Recognition
  32. CVPR 2026Exploring Conditions for Diffusion Models in Robotic Control
  33. CVPR 2026Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction Dataset
  34. CVPR 2026Exploring Visual Pretraining for Learning Language Intelligence
  35. CVPR 2026F2Net A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation
  36. CVPR 2026Face2Scene Using Facial Degradation as an Oracle for Diffusion-Based Scene
  37. CVPR 2026Factorized Context Aggregation for Robust Cancer Risk Estimation via Soft
  38. CVPR 2026Failure Modes for Deep Learning-Based Online Mapping How to Measure
  39. CVPR 2026Fast Markov Random Field Optimisation for Topologically Noisy 3D Shape
  40. CVPR 2026FastEventDGS Deformable Gaussian Splatting for Fast Dynamic Scenes from a
  41. CVPR 2026FastGaMer Efficient GainMap Learning for Practical Inverse Tone Mapping
  42. CVPR 2026FEAST Fully Connected Expressive Attention for Spatial Transcriptomics
  43. CVPR 2026FedAlign Differentially Private Distribution Alignment for Non-IID Federated Learning
  44. CVPR 2026FedRE A Representation Entanglement Framework for Model-Heterogeneous Federated Learning
  45. CVPR 2026FedRG Unleashing the Representation Geometry for Federated Learning with Noisy
  46. CVPR 2026Few-for-Many Personalized Federated Learning
  47. CVPR 2026FG-Portrait 3D Flow Guided Editable Portrait Animation
  48. CVPR 2026Fighting Hallucinations with Counterfactuals Diffusion-Guided Perturbations for LVLM Hallucination Suppression
  49. CVPR 2026FINE Factorizing Knowledge for Initialization of Variable-sized Diffusion Models
  50. CVPR 2026Fine-Grained GRPO for Precise Preference Alignment in Flow Models

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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