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 9 / 34 页

  1. CVPR 2026PRUE A Practical Recipe for Field Boundary Segmentation at Scale
  2. CVPR 2026PyramidalWan On Making Pretrained Video Model Pyramidal for Efficient Inference
  3. CVPR 2026QueryOcc Query-based Self-Supervision for 3D Semantic Occupancy
  4. CVPR 2026R4Det 4D Radar-Camera Fusion for High-Performance 3D Object Detection
  5. CVPR 2026RADAR VQ-VAE Decoder of VAR is a Good Student for
  6. CVPR 2026Radar-Guided Polynomial Fitting for Metric Depth Estimation
  7. CVPR 2026Radiance Meshes for Volumetric Reconstruction
  8. CVPR 2026RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution
  9. CVPR 2026REACH Explicit Recovery Behavior for Diffusion Policies
  10. CVPR 2026Real2Sim2Real RetinalDepth-64K for Depth Estimation in Posterior Segment Ophthalmic Surgery
  11. CVPR 2026RecEdit-Drive 3D Reconstruction-Guided Spatiotemporal Video Editing for Autonomous Driving Scenes
  12. CVPR 2026Recover to Predict Progressive Retrospective Learning for Variable-Length Trajectory Prediction
  13. CVPR 2026Region-Aware Instance Consistency Learning for Micro-Expression Recognition
  14. CVPR 2026Regulating Rather than Constraining Adaptive Guidance for Complex Spectral Reconstruction
  15. CVPR 2026Reinforce to Learn Elect to Reason A Dual Paradigm for
  16. CVPR 2026Rejection Mixing Fast Semantic Propagation of Mask Tokens for Efficient
  17. CVPR 2026Rel-Zero Harnessing Patch-Pair Invariance for Robust Zero-Watermarking Against AI Editing
  18. CVPR 2026Reliable Policy Transfer for Safety-Aware End-to-End Driving with Deep Reinforcement
  19. CVPR 2026ReManNet A Riemannian Manifold Network for Monocular 3D Lane Detection
  20. CVPR 2026RenderFlow Single-Step Neural Rendering via Flow Matching
  21. CVPR 2026ResAD Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
  22. CVPR 2026ResCa Residual Caching for Diffusion Transformers Acceleration
  23. CVPR 2026Restore Assess Repeat A Unified Framework for Iterative Image Restoration
  24. CVPR 2026Rethinking 2D-3D Registration A Novel Network for High-Value Zone Selection
  25. CVPR 2026Rethinking Cross-Modal Anchor Alignment for Mitigating Error Accumulation
  26. CVPR 2026RevINN An End-to-End Invertible Neural Network for Reversible Adversarial Examples
  27. CVPR 2026Revisiting Optimal Coding for I-ToF under Practical Sensor Constraints
  28. CVPR 2026REVIVE 3D Refinement via Encoded Voluminous Inflated prior for Volume
  29. CVPR 2026Reviving ConvNeXt for Efficient Convolutional Diffusion Models
  30. CVPR 2026RF4DNeural Radar Fields for Novel View Synthesis in Outdoor Dynamic
  31. CVPR 2026RHCNet Residual-Guided Hierarchical Calibration Network for Robust Underwater Object Detection
  32. CVPR 2026RiskProp Collision-Anchored Self-Supervised Risk Propagation For Early Accident Anticipation
  33. CVPR 2026RoadGIE Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road
  34. CVPR 2026RoadSceneBench A Lightweight Benchmark for Mid-Level Road Scene Understanding
  35. CVPR 2026Rosetta Stone For Unified MLLMs A Unified Tokenizer to Decipher
  36. CVPR 2026Routing on Demand DSNet for Efficient Progressive Point Cloud Denoising
  37. CVPR 2026RPGFusion 4D Radar Prior-Guided Multi-Modal Fusion for 3D Detection
  38. CVPR 2026RS-SSM Refining Forgotten Specifics in State Space Model for Video
  39. CVPR 2026S2D Selective Spectral Decay for Quantization-Friendly Conditioning of Neural Activations
  40. CVPR 2026S2D Sparse to Dense Lifting for 3D Reconstruction with Minimal
  41. CVPR 2026SABER Spatially Consistent 3D Universal Adversarial Objects for BEV Detectors
  42. CVPR 2026SafeDrive Fine-Grained Safety Reasoning for End-to-End Driving in a Sparse
  43. CVPR 2026SAGE Scalable Agentic 3D Scene Generation for Embodied AI
  44. CVPR 2026SAGE Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains
  45. CVPR 2026SALMUBench A Benchmark for Sensitive Association-Level Multimodal Unlearning
  46. CVPR 2026SAMosaic3D Modular Scene Assembly for Real-Time 3D Segment Anything
  47. CVPR 2026SANER Switchable Adapter with Non-parametric Enhanced Routing for Person De-Reidentification
  48. CVPR 2026SARMAE Masked Autoencoder for SAR Representation Learning
  49. CVPR 2026SASNet Spatially-Adaptive Sinusoidal Networks for INRs
  50. CVPR 2026Scal3R Scalable Test-Time Training for Large-Scale 3D Reconstruction

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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