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 15 / 34 页

  1. CVPR 2025EquiPose: Exploiting Permutation Equivariance for Relative Camera Pose Estimation
  2. CVPR 2025ESC: Erasing Space Concept for Knowledge Deletion
  3. CVPR 2025EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory
  4. CVPR 2025EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
  5. CVPR 2025Exploiting Deblurring Networks for Radiance Fields
  6. CVPR 2025Exploring Historical Information for RGBE Visual Tracking with Mamba
  7. CVPR 2025Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation
  8. CVPR 2025Exploring Temporally-Aware Features for Point Tracking
  9. CVPR 2025Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction
  10. CVPR 2025FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
  11. CVPR 2025Feature Selection for Latent Factor Models
  12. CVPR 2025Feature Spectrum Learning for Remote Sensing Change Detection
  13. CVPR 2025Feature-Preserving Mesh Decimation for Normal Integration
  14. CVPR 2025FedCS: Coreset Selection for Federated Learning
  15. CVPR 2025FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
  16. CVPR 2025FIFA: Fine-grained Inter-frame Attention for Driver's Video Gaze Estimation
  17. CVPR 2025FilmComposer: LLM-Driven Music Production for Silent Film Clips
  18. CVPR 2025FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
  19. CVPR 2025FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering
  20. CVPR 2025Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
  21. CVPR 2025Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
  22. CVPR 2025Fractal Calibration for Long-tailed Object Detection
  23. CVPR 2025Free Lunch Enhancements for Multi-modal Crowd Counting
  24. CVPR 2025FreeSim: Toward Free-viewpoint Camera Simulation in Driving Scenes
  25. CVPR 2025FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction
  26. CVPR 2025From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
  27. CVPR 2025FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
  28. CVPR 2025Full-DoF Egomotion Estimation for Event Cameras Using Geometric Solvers
  29. CVPR 2025g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks
  30. CVPR 2025GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection
  31. CVPR 2025GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction
  32. CVPR 2025GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction
  33. CVPR 2025GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding
  34. CVPR 2025GCE-Pose: Global Context Enhancement for Category-level Object Pose Estimation
  35. CVPR 2025Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects
  36. CVPR 2025GenAssets: Generating in-the-wild 3D Assets in Latent Space
  37. CVPR 2025Generating Multimodal Driving Scenes via Next-Scene Prediction
  38. CVPR 2025GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
  39. CVPR 2025GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation
  40. CVPR 2025GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving
  41. CVPR 2025GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes
  42. CVPR 2025H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection
  43. CVPR 2025Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
  44. CVPR 2025Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment
  45. CVPR 2025Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization
  46. CVPR 2025HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery
  47. CVPR 2025HERA: Hybrid Explicit Representation for Ultra-Realistic Head Avatars
  48. CVPR 2025Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
  49. CVPR 2025Hierarchical Flow Diffusion for Efficient Frame Interpolation
  50. CVPR 2025HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution

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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