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 17 / 34 页

  1. CVPR 2025Mimic In-Context Learning for Multimodal Tasks
  2. CVPR 2025Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation
  3. CVPR 2025MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection
  4. CVPR 2025MP-SfM: Monocular Surface Priors for Robust Structure-from-Motion
  5. CVPR 2025MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
  6. CVPR 2025NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction
  7. CVPR 2025NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
  8. CVPR 2025No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather
  9. CVPR 2025Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction
  10. CVPR 2025OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning
  11. CVPR 2025OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
  12. CVPR 2025On Denoising Walking Videos for Gait Recognition
  13. CVPR 2025One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception
  14. CVPR 2025One2Any: One-Reference 6D Pose Estimation for Any Object
  15. CVPR 2025OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation
  16. CVPR 2025Optimizing for the Shortest Path in Denoising Diffusion Model
  17. CVPR 2025OSDFace: One-Step Diffusion Model for Face Restoration
  18. CVPR 2025OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction
  19. CVPR 2025Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection
  20. CVPR 2025Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
  21. CVPR 2025Parametric Point Cloud Completion for Polygonal Surface Reconstruction
  22. CVPR 2025PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models
  23. CVPR 2025Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction
  24. CVPR 2025Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting
  25. CVPR 2025Population Normalization for Federated Learning
  26. CVPR 2025Pos3R: 6D Pose Estimation for Unseen Objects Made Easy
  27. CVPR 2025Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction
  28. CVPR 2025Preconditioners for the Stochastic Training of Neural Fields
  29. CVPR 2025Probabilistic Prompt Distribution Learning for Animal Pose Estimation
  30. CVPR 2025ProbeSDF: Light Field Probes For Neural Surface Reconstruction
  31. CVPR 2025Progressive Correspondence Regenerator for Robust 3D Registration
  32. CVPR 2025Progressive Focused Transformer for Single Image Super-Resolution
  33. CVPR 2025ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector
  34. CVPR 2025Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation
  35. CVPR 2025Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection
  36. CVPR 2025PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model
  37. CVPR 2025PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
  38. CVPR 2025PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking
  39. CVPR 2025PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction
  40. CVPR 2025Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
  41. CVPR 2025Quaffure: Real-Time Quasi-Static Neural Hair Simulation
  42. CVPR 2025R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
  43. CVPR 2025Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling
  44. CVPR 2025Random Conditioning for Diffusion Model Compression with Distillation
  45. CVPR 2025Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression
  46. CVPR 2025RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects
  47. CVPR 2025RCP-Bench: Benchmarking Robustness for Collaborative Perception Under Diverse Corruptions
  48. CVPR 2025ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
  49. CVPR 2025ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration
  50. CVPR 2025ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection

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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