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 1,405 篇，第 6 / 29 页

  1. CVPR 2025Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation
  2. CVPR 2025Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection
  3. CVPR 2025PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model
  4. CVPR 2025PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
  5. CVPR 2025PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking
  6. CVPR 2025PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction
  7. CVPR 2025Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
  8. CVPR 2025Quaffure: Real-Time Quasi-Static Neural Hair Simulation
  9. CVPR 2025R-SCoRe: Revisiting Scene Coordinate Regression for Robust Large-Scale Visual Localization
  10. CVPR 2025Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling
  11. CVPR 2025Random Conditioning for Diffusion Model Compression with Distillation
  12. CVPR 2025Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression
  13. CVPR 2025RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects
  14. CVPR 2025RCP-Bench: Benchmarking Robustness for Collaborative Perception Under Diverse Corruptions
  15. CVPR 2025ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
  16. CVPR 2025ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration
  17. CVPR 2025ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection
  18. CVPR 2025Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds
  19. CVPR 2025Ref-GS: Directional Factorization for 2D Gaussian Splatting
  20. CVPR 2025RefPose: Leveraging Reference Geometric Correspondences for Accurate 6D Pose Estimation of Unseen Objects
  21. CVPR 2025RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations
  22. CVPR 2025Removing Reflections from RAW Photos
  23. CVPR 2025Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation
  24. CVPR 2025Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
  25. CVPR 2025Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
  26. CVPR 2025Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis
  27. CVPR 2025Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition
  28. CVPR 2025Reversible Decoupling Network for Single Image Reflection Removal
  29. CVPR 2025RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
  30. CVPR 2025RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete
  31. CVPR 2025RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
  32. CVPR 2025RUBIK: A Structured Benchmark for Image Matching across Geometric Challenges
  33. CVPR 2025Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
  34. CVPR 2025Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments
  35. CVPR 2025Scene-agnostic Pose Regression for Visual Localization
  36. CVPR 2025SceneCrafter: Controllable Multi-View Driving Scene Editing
  37. CVPR 2025SceneDiffuser++: City-Scale Traffic Simulation via a Generative World Model
  38. CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
  39. CVPR 2025SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning
  40. CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
  41. CVPR 2025Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation
  42. CVPR 2025Self-Supervised Learning for Color Spike Camera Reconstruction
  43. CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
  44. CVPR 2025SGCR: Spherical Gaussians for Efficient 3D Curve Reconstruction
  45. CVPR 2025SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion
  46. CVPR 2025SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment
  47. CVPR 2025Simulator HC: Regression-based Online Simulation of Starting Problem-Solution Pairs for Homotopy Continuation in Geometric Vision
  48. CVPR 2025SimVS: Simulating World Inconsistencies for Robust View Synthesis
  49. CVPR 2025Sketchy Bounding-box Supervision for 3D Instance Segmentation
  50. CVPR 2025SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity

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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