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 11 / 34 页

  1. CVPR 2026SpikeTrack A Spike-driven Framework for Efficient Visual Tracking
  2. CVPR 2026SpiralDiff Spiral Diffusion with LoRA for RGB-to-RAW Conversion Across Cameras
  3. CVPR 2026SRGCD Stability-Driven Region Growth Framework for 3D Change Detection
  4. CVPR 2026Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream
  5. CVPR 2026Statistical Characteristic-Guided Denoising for Rapid High-Resolution Transmission Electron Microscopy Imaging
  6. CVPR 2026Stepwise Credit Assignment for GRPO on Flow-Matching Models
  7. CVPR 2026Stochastic Ray Tracing for the Reconstruction of 3D Gaussian Splatting
  8. CVPR 2026Structural Action Transformer for 3D Dexterous Manipulation
  9. CVPR 2026Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation
  10. CVPR 2026STUR3D Spatio-Temporal Unified Representation Learning for 3D Object Detection
  11. CVPR 2026Subspace Alignment for CLIP-based Continual Learning via Canonical Correlation Analysis
  12. CVPR 2026SwiftVLA Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal
  13. CVPR 2026TacSIm A Dataset and Benchmark for Football Tactical Style Imitation
  14. CVPR 2026Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion
  15. CVPR 2026Target-Aware Invertible Encoder with Reconstruction Guidance for Infrared Small Target
  16. CVPR 2026TC-Pade Trajectory-Consistent Pade Approximation for Diffusion Acceleration
  17. CVPR 2026Temporal Inversion for Learning Interval Change in Chest X-Rays
  18. CVPR 2026Temporal Representation Enhancement TRE Learning to Forget Dominant Patterns for
  19. CVPR 2026TF-SSD A Strong Pipeline via Synergic Mask Filter for Training-free
  20. CVPR 2026The Devil Is in Gradient Entanglement Energy-Aware Gradient Coordinator for
  21. CVPR 2026The Midas Touch for Metric Depth
  22. CVPR 2026THE MORE THE MERRIER CONTRASTIVE FUSION FOR HIGHER-ORDER MULTIMODAL ALIGNMENT
  23. CVPR 2026The SA-FARI Dataset Segment Anything in Footage of Animals for
  24. CVPR 2026The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations
  25. CVPR 2026TIM Temporal Decoupling with Iterative Mutual-Refinement Model for Longitudinal Radiology
  26. CVPR 2026Time Without Time Pseudo-Temporal Representation for Space-Time Super-Resolution
  27. CVPR 2026TokenHand Discrete Token Representation for Efficient Hand Mesh Reconstruction
  28. CVPR 2026TokenSplat Token-aligned 3D Gaussian Splatting for Feed-forward Pose-free Reconstruction
  29. CVPR 2026TopoCL Topological Contrastive Learning for Medical Imaging
  30. CVPR 2026TopoHR Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving
  31. CVPR 2026Toward Low-Cost yet Effective Temporal Learning for UAV Tracking
  32. CVPR 2026Towards Persistence Learning Topological Constraints for Event-based Small Object Detection
  33. CVPR 2026TrafficAlign Aligning Large Language Models for Traffic Scenario Generation
  34. CVPR 2026Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers
  35. CVPR 2026Training-free Mixed-Resolution Latent Upsampling for Spatially Accelerated Diffusion Transformers
  36. CVPR 2026Translating Signals to Languages for sEMG-Based Activity Recognition
  37. CVPR 2026Tri-Modal Fusion Transformers for UAV-based Object Detection
  38. CVPR 2026Tri-Subspaces Disentanglement for Multimodal Sentiment Analysis
  39. CVPR 2026TRivia Self-supervised Fine-tuning of Vision-Language Models for Table Recognition
  40. CVPR 2026TruckDrive Long-Range Autonomous Highway Driving Dataset
  41. CVPR 2026TUDSR Twice Upsampling-Diffusion for Higher Super-Resolution
  42. CVPR 2026Turbo-GS Accelerating 3D Gaussian Fitting for High-Resolution Radiance Fields
  43. CVPR 2026TWINGS Thin Plate Splines Warp-aligned Initialization for Sparse-View Gaussian Splatting
  44. CVPR 2026UAVLight A Benchmark for Illumination-Robust 3D Reconstruction in Unmanned Aerial
  45. CVPR 2026UCAN Unified Convolutional Attention Network for Expansive Receptive Fields in
  46. CVPR 2026UFO Unifying Feed-Forward and Optimization-based Methods for Large Driving Scene
  47. CVPR 2026Unblur-SLAM Dense Neural SLAM for Blurry Inputs
  48. CVPR 2026Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection
  49. CVPR 2026Uni-Hema Unified Model for Digital Hematopathology
  50. CVPR 2026UNICBench UNIfied Counting Benchmark for MLLM

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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