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 583 篇，第 2 / 12 页

  1. CVPR 2026Beyond Geometry Artistic Disparity Synthesis for Immersive 2D-to-3D
  2. CVPR 2026Beyond Missing Modalities Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion
  3. CVPR 2026Beyond Pixel Simulation Pathology Image Generation via Diagnostic Semantic Tokens
  4. CVPR 2026Beyond Prompt Degradation Prototype-guided Dual-pool Prompting for Incremental Object Detection
  5. CVPR 2026Beyond Rule-Based Agents Active Markov Games for Realistic Multi-Agent Interaction
  6. CVPR 2026Beyond Scanpaths Graph-Based Gaze Simulation in Dynamic Scenes
  7. CVPR 2026Beyond Single-View Sufficiency CVBench for Cross-View Human Understanding
  8. CVPR 2026Bezier Degradation Modeling for LiDAR-based Human Motion Capture
  9. CVPR 2026Bi-directional Autoregressive Diffusion for Large Complex Motion Interpolation
  10. CVPR 2026Bidirectional Cross-Modal Prompting for Event-Frame Asymmetric Stereo
  11. CVPR 2026BiOTPrompt Bidirectional Optimal Transport Guided Prompting for Disease Evolution-aware Radiology
  12. CVPR 2026BiProLoRA Bilevel Prompt LoRA for Real Scene Recovery
  13. CVPR 2026BIT Matching-based Bi-directional Interaction Transformation Network for Visible-Infrared Person Re-Identification
  14. CVPR 2026Boosting Visual Reprogramming for CLIP with Dual Granularity Alignment
  15. CVPR 2026Breaking the Continuum Discrete Distribution Learning for Structural MRI Reconstruction
  16. CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation
  17. CVPR 2026BUSSARD Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection
  18. CVPR 2026Bypassing the Transport Plan Dynamic Reweighting for Out-of-Distribution Detection with
  19. CVPR 2026Can You Learn to See Without Images Procedural Warm-Up for
  20. CVPR 2026CAR-SAM Cross-Attention Reconstruction for Post-Training Quantization of the Segment Anything
  21. CVPR 2026CARD A Multi-Modal Automotive Dataset for Dense 3D Reconstruction in
  22. CVPR 2026CaReFlow Cyclic Adaptive Rectified Flow for Multimodal Fusion
  23. CVPR 2026CASR A Robust Cyclic Framework for Arbitrary Large-Scale Super-Resolution with
  24. CVPR 2026CaT-GS Efficient 3DGS Rendering for Large-Scale Scenes with Inter-frame Caching
  25. CVPR 2026CausalVAD De-confounding End-to-End Autonomous Driving via Causal Intervention
  26. CVPR 2026CDICS Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional
  27. CVPR 2026Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology
  28. CVPR 2026CG-Floor Centroid-Guided Diffusion for Large-Scale Floorplan Generation
  29. CVPR 2026CLEX Complementary Label Exchange Learning for Noisy Facial Expression Recognition
  30. CVPR 2026Closed-Form Concept Erasure via Double Projections
  31. CVPR 2026Co-Me Confidence Guided Token Merging for Visual Geometric Transformers
  32. CVPR 2026CogDriver Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous
  33. CVPR 2026CoLoR The Devil is in Scene Coordinate Regression for Large-Scale
  34. CVPR 2026Color-Encoded Illumination for High-Speed Volumetric Scene Reconstruction
  35. CVPR 2026ColorFLUX A Structure-Color Decoupling Framework for Old Photo Colorization
  36. CVPR 2026CoMo Learning Continuous Latent Motion from Internet Videos for Scalable
  37. CVPR 2026CompetitorFormer Mitigating Query Conflicts for 3D Instance Segmentation via Competitive
  38. CVPR 2026ComPose A Unified Completion-Pose Framework for Robust Category-Level Object Pose
  39. CVPR 2026Confusion-Aware Spectral Regularizer for Long-Tailed Recognition
  40. CVPR 2026Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features
  41. CVPR 2026Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity
  42. CVPR 2026CoopDiff A Diffusion-Guided Approach for Cooperation under Corruptions
  43. CVPR 2026Coordinate Denoising for Non-Equilibrium Molecular Representation Learning
  44. CVPR 2026CoRiM Conflict-driven Risk Minimization for Dynamic Multimodal Fusion
  45. CVPR 2026CoRoGS Contextual Gaussian Splatting for Robust Large-Deviation View Synthesis
  46. CVPR 2026CountGD Generalized Prompting for Open-World Counting
  47. CVPR 2026Cov2Pose Leveraging Spatial Covariance for Direct Manifold-aware 6-DoF Object Pose
  48. CVPR 2026CrackSSM Reviving SSMs for Crack Segmentation via Dynamic Scanning
  49. CVPR 2026Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning
  50. CVPR 2026CryoKRAQEN Kernel-Regularized Annealing for Quantized Embedding Networks in Cryo-EM Heterogeneous

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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