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 19 / 34 页

  1. CVPR 2025Sufficient Invariant Learning for Distribution Shift
  2. CVPR 2025SVFR: A Unified Framework for Generalized Video Face Restoration
  3. CVPR 2025SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering
  4. CVPR 2025SyncSDE: A Probabilistic Framework for Diffusion Synchronization
  5. CVPR 2025T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning
  6. CVPR 2025T-FAKE: Synthesizing Thermal Images for Facial Landmarking
  7. CVPR 2025T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving
  8. CVPR 2025Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
  9. CVPR 2025TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering
  10. CVPR 2025Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation
  11. CVPR 2025Three Cars Approaching within 100m! Enhancing Distant Geometry by Tri-Axis Voxel Scanning for Camera-based Semantic Scene Completion
  12. CVPR 2025Token Cropr: Faster ViTs for Quite a Few Tasks
  13. CVPR 2025Towards Autonomous Micromobility through Scalable Urban Simulation
  14. CVPR 2025Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
  15. CVPR 2025Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning
  16. CVPR 2025Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene
  17. CVPR 2025Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
  18. CVPR 2025Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks
  19. CVPR 2025UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models
  20. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
  21. CVPR 2025Uncertainty Weighted Gradients for Model Calibration
  22. CVPR 2025Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
  23. CVPR 2025Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction
  24. CVPR 2025UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  25. CVPR 2025UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation
  26. CVPR 2025UniScene: Unified Occupancy-centric Driving Scene Generation
  27. CVPR 2025Universal Actions for Enhanced Embodied Foundation Models
  28. CVPR 2025Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation
  29. CVPR 2025UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation
  30. CVPR 2025V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy
  31. CVPR 2025VI^3NR: Variance Informed Initialization for Implicit Neural Representations
  32. CVPR 2025Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
  33. CVPR 2025Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation
  34. CVPR 2025VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation
  35. CVPR 2025Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning
  36. CVPR 2025ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap
  37. CVPR 2025VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving
  38. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
  39. CVPR 2025VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding
  40. CVPR 2025WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models
  41. CVPR 2025WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
  42. CVPR 2025What Makes a Good Dataset for Knowledge Distillation?
  43. CVPR 2025WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression
  44. CVPR 20243DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos
  45. CVPR 20246D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation
  46. CVPR 2024A Category Agnostic Model for Visual Rearrangment
  47. CVPR 2024A Simple Baseline for Efficient Hand Mesh Reconstruction
  48. CVPR 2024Abductive Ego-View Accident Video Understanding for Safe Driving Perception
  49. CVPR 2024Accurate Training Data for Occupancy Map Prediction in Automated Driving Using Evidence Theory
  50. CVPR 2024ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models

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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