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 2,199 篇，第 10 / 44 页

  1. CVPR 2026Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems
  2. CVPR 2026Scan Clusters Not Pixels A Cluster-Centric Paradigm for Efficient Ultra-high-definition
  3. CVPR 2026SCE-Depth A Spherical Compound Eye Framework for Wide FOV Depth
  4. CVPR 2026Scene Reconstruction as Mapping Priors for 3D Detection
  5. CVPR 2026SceneTok A Compressed Diffusable Token Space for 3D Scenes
  6. CVPR 2026SDTrack A Baseline for Event-based Tracking via Spiking Neural Networks
  7. CVPR 2026SeaCache Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
  8. CVPR 2026SearchAD Large-Scale Rare Image Retrieval Dataset for Autonomous Driving
  9. CVPR 2026See Less See Right Bi-directional Perceptual Shaping For Multimodal Reasoning
  10. CVPR 2026Seeing What Matters A Training-Free Self-Guided Framework for Multimodal Detail
  11. CVPR 2026SegEarth-R2 Towards Comprehensive Language-guided Segmentation for Remote Sensing Images
  12. CVPR 2026Selective Amnesia using Contrastive Subnet Erasure for Class Level Unlearning
  13. CVPR 2026Self-Attention Driven Tensor Representation for High-Order Data Recovery
  14. CVPR 2026Semantic Alignment for Pose-Invariant Identity Preserving Diffusion
  15. CVPR 2026Semantic Context Matters Improving Conditioning for Autoregressive Models
  16. CVPR 2026Semantic Scale Space A Framework for Controllable Image Abstraction
  17. CVPR 2026Semantic-Guided Global-Local Collaborative Prompt Learning for Few-Shot Class Incremental Learning
  18. CVPR 2026SemLT3D Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection
  19. CVPR 2026Sensor2Sensor Cross-Embodiment Sensor Conversion for Autonomous Driving
  20. CVPR 2026SGAD-SLAM Splatting Gaussians at Adjusted Depth for Better Radiance Fields
  21. CVPR 2026SGDE Self-supervised Geometry Degradation Estimation Framework for Coded Aperture Compressive
  22. CVPR 2026SGDrive Scene-to-Goal Hierarchical World Cognition for Autonomous Driving
  23. CVPR 2026SGS-Intrinsic Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering
  24. CVPR 2026SGSoft Learning Fused Semantic-Geometric Features for 3D Shape Correspondence via
  25. CVPR 2026Shape-of-You Fused Gromov-Wasserstein Optimal Transport for Semantic Correspondence in-the-Wild
  26. CVPR 2026Shedding Light on VLN Robustness A Black-box Framework for Indoor
  27. CVPR 2026SignPR A Progressive Vector-Quantized Diffusion Framework for Sign Language Production
  28. CVPR 2026Simple but Effective Triplet-Based Compression Strategies for Compact Visual Localization
  29. CVPR 2026SimScale Learning to Drive via Real-World Simulation at Scale
  30. CVPR 2026SIMSPINE A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation
  31. CVPR 2026SinGeo Unlock Single Models Potential for Robust Cross-View Geo-Localization
  32. CVPR 2026SketchDeco Training-Free Latent Composition for Precise Sketch Colourisation
  33. CVPR 2026Smart Replay Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware
  34. CVPR 2026SoC Semantic Orthogonal Calibration for Test-Time Prompt Tuning
  35. CVPR 2026SODA Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer
  36. CVPR 2026Solving a Nonlinear Blind Inverse Problem for Tagged MRI with
  37. CVPR 2026SpaceDrive Infusing Spatial Awareness into VLM-based Autonomous Driving
  38. CVPR 2026SPAN Spatial-Projection Alignment for Monocular 3D Object Detection
  39. CVPR 2026Sparsely Timing the Change A Spiking Temporal Framework for Remote
  40. CVPR 2026Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene
  41. CVPR 2026Spatial-Frequency Collaborative Learning for Occluded Visible-Infrared Person Re-Identification
  42. CVPR 2026Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening
  43. CVPR 2026SpatialScore Towards Comprehensive Evaluation for Spatial Intelligence
  44. CVPR 2026Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking
  45. CVPR 2026Spatiotemporal Pyramid Flow Matching for Climate Emulation
  46. CVPR 2026Spe-BEVHead Rethinking the Detection Head Design for Birds-Eye-View Object Detection
  47. CVPR 2026Spectral Mixture-of-Experts for Continual Learning
  48. CVPR 2026Spectral Scalpel Amplifying Adjacent Action Discrepancy via Frequency-Selective Filtering for
  49. CVPR 2026Spectrally Distilled Representations Aligned with Instruction-Augmented LLMs for Satellite Imagery
  50. CVPR 2026Spike-driven Discrete Aggregation for Event-based 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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