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 360 篇，第 4 / 8 页

  1. CVPR 2025GCE-Pose: Global Context Enhancement for Category-level Object Pose Estimation
  2. CVPR 2025Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects
  3. CVPR 2025GenAssets: Generating in-the-wild 3D Assets in Latent Space
  4. CVPR 2025Generating Multimodal Driving Scenes via Next-Scene Prediction
  5. CVPR 2025GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
  6. CVPR 2025GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation
  7. CVPR 2025GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving
  8. CVPR 2025GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes
  9. CVPR 2025H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection
  10. CVPR 2025Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
  11. CVPR 2025Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment
  12. CVPR 2025Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization
  13. CVPR 2025HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery
  14. CVPR 2025HERA: Hybrid Explicit Representation for Ultra-Realistic Head Avatars
  15. CVPR 2025Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
  16. CVPR 2025Hierarchical Flow Diffusion for Efficient Frame Interpolation
  17. CVPR 2025HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution
  18. CVPR 2025HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving
  19. CVPR 2025HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
  20. CVPR 2025Homogeneous Dynamics Space for Heterogeneous Humans
  21. CVPR 2025Horizon-GS: Unified 3D Gaussian Splatting for Large-Scale Aerial-to-Ground Scenes
  22. CVPR 2025HSI: A Holistic Style Injector for Arbitrary Style Transfer
  23. CVPR 2025HumanRig: Learning Automatic Rigging for Humanoid Character in a Large Scale Dataset
  24. CVPR 2025HUNet: Homotopy Unfolding Network for Image Compressive Sensing
  25. CVPR 2025HunyuanPortrait: Implicit Condition Control for Enhanced Portrait Animation
  26. CVPR 2025HuPerFlow: A Comprehensive Benchmark for Human vs. Machine Motion Estimation Comparison
  27. CVPR 2025HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment
  28. CVPR 2025IAAO: Interactive Affordance Learning for Articulated Objects in 3D Environments
  29. CVPR 2025ICP: Immediate Compensation Pruning for Mid-to-high Sparsity
  30. CVPR 2025ID-Patch: Robust ID Association for Group Photo Personalization
  31. CVPR 2025Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
  32. CVPR 2025ImViD: Immersive Volumetric Videos for Enhanced VR Engagement
  33. CVPR 2025IndoorGS: Geometric Cues Guided Gaussian Splatting for Indoor Scene Reconstruction
  34. CVPR 2025Insightful Instance Features for 3D Instance Segmentation
  35. CVPR 2025InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception
  36. CVPR 2025IterIS: Iterative Inference-Solving Alignment for LoRA Merging
  37. CVPR 2025JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data
  38. CVPR 2025KAC: Kolmogorov-Arnold Classifier for Continual Learning
  39. CVPR 2025Language Guided Concept Bottleneck Models for Interpretable Continual Learning
  40. CVPR 2025Learnable Infinite Taylor Gaussian for Dynamic View Rendering
  41. CVPR 2025Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation
  42. CVPR 2025Learning Endogenous Attention for Incremental Object Detection
  43. CVPR 2025Learning from Neighbors: Category Extrapolation for Long-Tail Learning
  44. CVPR 2025Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images
  45. CVPR 2025Learning Textual Prompts for Open-World Semi-Supervised Learning
  46. CVPR 2025LEDiff: Latent Exposure Diffusion for HDR Generation
  47. CVPR 2025Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection
  48. CVPR 2025LiDAR-RT: Gaussian-based Ray Tracing for Dynamic LiDAR Re-simulation
  49. CVPR 2025Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation
  50. CVPR 2025LIM: Large Interpolator Model for Dynamic 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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