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 3 / 29 页

  1. CVPR 2025DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting
  2. CVPR 2025DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering
  3. CVPR 2025Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning
  4. CVPR 2025Dual Exposure Stereo for Extended Dynamic Range 3D Imaging
  5. CVPR 2025Dual Focus-Attention Transformer for Robust Point Cloud Registration
  6. CVPR 2025DualTalk: Dual-Speaker Interaction for 3D Talking Head Conversations
  7. CVPR 2025DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
  8. CVPR 2025Dynamic Integration of Task-Specific Adapters for Class Incremental Learning
  9. CVPR 2025Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration
  10. CVPR 2025EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild
  11. CVPR 2025EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation
  12. CVPR 2025EdgeDiff: Edge-aware Diffusion Network for Building Reconstruction from Point Clouds
  13. CVPR 2025Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses
  14. CVPR 2025Embodied Scene Understanding for Vision Language Models via MetaVQA
  15. CVPR 2025Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
  16. CVPR 2025End-to-End Implicit Neural Representations for Classification
  17. CVPR 2025Enhancing Diversity for Data-free Quantization
  18. CVPR 2025EquiPose: Exploiting Permutation Equivariance for Relative Camera Pose Estimation
  19. CVPR 2025ESC: Erasing Space Concept for Knowledge Deletion
  20. CVPR 2025EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory
  21. CVPR 2025EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
  22. CVPR 2025Exploiting Deblurring Networks for Radiance Fields
  23. CVPR 2025Exploring Historical Information for RGBE Visual Tracking with Mamba
  24. CVPR 2025Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation
  25. CVPR 2025Exploring Temporally-Aware Features for Point Tracking
  26. CVPR 2025Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction
  27. CVPR 2025FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
  28. CVPR 2025Feature Selection for Latent Factor Models
  29. CVPR 2025Feature Spectrum Learning for Remote Sensing Change Detection
  30. CVPR 2025Feature-Preserving Mesh Decimation for Normal Integration
  31. CVPR 2025FedCS: Coreset Selection for Federated Learning
  32. CVPR 2025FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
  33. CVPR 2025FIFA: Fine-grained Inter-frame Attention for Driver's Video Gaze Estimation
  34. CVPR 2025FilmComposer: LLM-Driven Music Production for Silent Film Clips
  35. CVPR 2025FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
  36. CVPR 2025FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering
  37. CVPR 2025Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
  38. CVPR 2025Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
  39. CVPR 2025Fractal Calibration for Long-tailed Object Detection
  40. CVPR 2025Free Lunch Enhancements for Multi-modal Crowd Counting
  41. CVPR 2025FreeSim: Toward Free-viewpoint Camera Simulation in Driving Scenes
  42. CVPR 2025FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction
  43. CVPR 2025From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
  44. CVPR 2025FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
  45. CVPR 2025Full-DoF Egomotion Estimation for Event Cameras Using Geometric Solvers
  46. CVPR 2025g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks
  47. CVPR 2025GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection
  48. CVPR 2025GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction
  49. CVPR 2025GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction
  50. CVPR 2025GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding

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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