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 18 / 34 页

  1. CVPR 2025Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds
  2. CVPR 2025Ref-GS: Directional Factorization for 2D Gaussian Splatting
  3. CVPR 2025RefPose: Leveraging Reference Geometric Correspondences for Accurate 6D Pose Estimation of Unseen Objects
  4. CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
  5. CVPR 2025Removing Reflections from RAW Photos
  6. CVPR 2025Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation
  7. CVPR 2025Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
  8. CVPR 2025Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
  9. CVPR 2025Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis
  10. CVPR 2025Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition
  11. CVPR 2025Reversible Decoupling Network for Single Image Reflection Removal
  12. CVPR 2025RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
  13. CVPR 2025RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete
  14. CVPR 2025RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
  15. CVPR 2025RUBIK: A Structured Benchmark for Image Matching across Geometric Challenges
  16. CVPR 2025Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
  17. CVPR 2025Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments
  18. CVPR 2025Scene-agnostic Pose Regression for Visual Localization
  19. CVPR 2025SceneCrafter: Controllable Multi-View Driving Scene Editing
  20. CVPR 2025SceneDiffuser++: City-Scale Traffic Simulation via a Generative World Model
  21. CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
  22. CVPR 2025SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning
  23. CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
  24. CVPR 2025Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation
  25. CVPR 2025Self-Supervised Learning for Color Spike Camera Reconstruction
  26. CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
  27. CVPR 2025SGCR: Spherical Gaussians for Efficient 3D Curve Reconstruction
  28. CVPR 2025SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion
  29. CVPR 2025SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment
  30. CVPR 2025Simulator HC: Regression-based Online Simulation of Starting Problem-Solution Pairs for Homotopy Continuation in Geometric Vision
  31. CVPR 2025SimVS: Simulating World Inconsistencies for Robust View Synthesis
  32. CVPR 2025Sketchy Bounding-box Supervision for 3D Instance Segmentation
  33. CVPR 2025SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity
  34. CVPR 2025SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
  35. CVPR 2025SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting
  36. CVPR 2025Sparse2DGS: Geometry-Prioritized Gaussian Splatting for Surface Reconstruction from Sparse Views
  37. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
  38. CVPR 2025Spectral State Space Model for Rotation-Invariant Visual Representation Learning
  39. CVPR 2025SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception
  40. CVPR 2025Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
  41. CVPR 2025SplatAD: Real-Time Lidar and Camera Rendering with 3D Gaussian Splatting for Autonomous Driving
  42. CVPR 2025SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving
  43. CVPR 2025Splatter-360: Generalizable 360 Gaussian Splatting for Wide-baseline Panoramic Images
  44. CVPR 2025Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving
  45. CVPR 2025STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
  46. CVPR 2025Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence
  47. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
  48. CVPR 2025Structure-Aware Correspondence Learning for Relative Pose Estimation
  49. CVPR 2025Style Quantization for Data-Efficient GAN Training
  50. CVPR 2025Subnet-Aware Dynamic Supernet Training for Neural Architecture Search

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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