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 22 / 34 页

  1. CVPR 2024DualAD: Disentangling the Dynamic and Static World for End-to-End Driving
  2. CVPR 2024DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses
  3. CVPR 2024Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration
  4. CVPR 2024Dynamic LiDAR Re-simulation using Compositional Neural Fields
  5. CVPR 2024Dynamic Support Information Mining for Category-Agnostic Pose Estimation
  6. CVPR 2024ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation
  7. CVPR 2024Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents
  8. CVPR 2024EFormer: Enhanced Transformer towards Semantic-Contour Features of Foreground for Portraits Matting
  9. CVPR 2024Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion
  10. CVPR 2024Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair
  11. CVPR 2024Epistemic Uncertainty Quantification For Pre-Trained Neural Networks
  12. CVPR 2024ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation
  13. CVPR 2024Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning
  14. CVPR 2024ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations
  15. CVPR 2024Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
  16. CVPR 2024Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
  17. CVPR 2024Fast ODE-based Sampling for Diffusion Models in Around 5 Steps
  18. CVPR 2024Feedback-Guided Autonomous Driving
  19. CVPR 2024Fine-Grained Bipartite Concept Factorization for Clustering
  20. CVPR 2024Flow-Guided Online Stereo Rectification for Wide Baseline Stereo
  21. CVPR 2024FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking
  22. CVPR 2024Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training
  23. CVPR 2024From Activation to Initialization: Scaling Insights for Optimizing Neural Fields
  24. CVPR 2024From Feature to Gaze: A Generalizable Replacement of Linear Layer for Gaze Estimation
  25. CVPR 2024FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features
  26. CVPR 2024Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
  27. CVPR 2024G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping
  28. CVPR 2024Gaussian Shadow Casting for Neural Characters
  29. CVPR 2024GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians
  30. CVPR 2024GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces
  31. CVPR 2024Generalized Predictive Model for Autonomous Driving
  32. CVPR 2024Generating Content for HDR Deghosting from Frequency View
  33. CVPR 2024Generating Enhanced Negatives for Training Language-Based Object Detectors
  34. CVPR 2024GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects
  35. CVPR 2024Geometry Transfer for Stylizing Radiance Fields
  36. CVPR 2024GeoReF: Geometric Alignment Across Shape Variation for Category-level Object Pose Refinement
  37. CVPR 2024GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering
  38. CVPR 2024GS-IR: 3D Gaussian Splatting for Inverse Rendering
  39. CVPR 2024Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
  40. CVPR 2024HardMo: A Large-Scale Hardcase Dataset for Motion Capture
  41. CVPR 2024Harnessing Meta-Learning for Improving Full-Frame Video Stabilization
  42. CVPR 2024Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation
  43. CVPR 2024HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction
  44. CVPR 2024HomoFormer: Homogenized Transformer for Image Shadow Removal
  45. CVPR 2024Honeybee: Locality-enhanced Projector for Multimodal LLM
  46. CVPR 2024How to Configure Good In-Context Sequence for Visual Question Answering
  47. CVPR 2024HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation
  48. CVPR 2024Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching
  49. CVPR 2024ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
  50. CVPR 2024IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration

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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