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 360 篇，第 7 / 8 页

  1. CVPR 2025SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
  2. CVPR 2025SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting
  3. CVPR 2025Sparse2DGS: Geometry-Prioritized Gaussian Splatting for Surface Reconstruction from Sparse Views
  4. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
  5. CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
  6. CVPR 2025SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception
  7. CVPR 2025Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
  8. CVPR 2025SplatAD: Real-Time Lidar and Camera Rendering with 3D Gaussian Splatting for Autonomous Driving
  9. CVPR 2025SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving
  10. CVPR 2025Splatter-360: Generalizable 360 Gaussian Splatting for Wide-baseline Panoramic Images
  11. CVPR 2025Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving
  12. CVPR 2025STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
  13. CVPR 2025Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence
  14. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
  15. CVPR 2025Structure-Aware Correspondence Learning for Relative Pose Estimation
  16. CVPR 2025Style Quantization for Data-Efficient GAN Training
  17. CVPR 2025Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
  18. CVPR 2025Sufficient Invariant Learning for Distribution Shift
  19. CVPR 2025SVFR: A Unified Framework for Generalized Video Face Restoration
  20. CVPR 2025SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering
  21. CVPR 2025SyncSDE: A Probabilistic Framework for Diffusion Synchronization
  22. CVPR 2025T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning
  23. CVPR 2025T-FAKE: Synthesizing Thermal Images for Facial Landmarking
  24. CVPR 2025T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving
  25. CVPR 2025Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
  26. CVPR 2025TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering
  27. CVPR 2025Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation
  28. CVPR 2025Three Cars Approaching within 100m! Enhancing Distant Geometry by Tri-Axis Voxel Scanning for Camera-based Semantic Scene Completion
  29. CVPR 2025Token Cropr: Faster ViTs for Quite a Few Tasks
  30. CVPR 2025Towards Autonomous Micromobility through Scalable Urban Simulation
  31. CVPR 2025Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
  32. CVPR 2025Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning
  33. CVPR 2025Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene
  34. CVPR 2025Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
  35. CVPR 2025Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks
  36. CVPR 2025UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models
  37. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
  38. CVPR 2025Uncertainty Weighted Gradients for Model Calibration
  39. CVPR 2025Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
  40. CVPR 2025Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction
  41. CVPR 2025UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  42. CVPR 2025UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation
  43. CVPR 2025UniScene: Unified Occupancy-centric Driving Scene Generation
  44. CVPR 2025Universal Actions for Enhanced Embodied Foundation Models
  45. CVPR 2025Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation
  46. CVPR 2025UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation
  47. CVPR 2025V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy
  48. CVPR 2025VI^3NR: Variance Informed Initialization for Implicit Neural Representations
  49. CVPR 2025Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
  50. CVPR 2025Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation

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。

「自动驾驶」下的其他主题