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 5,881 篇，第 5 / 118 页

  1. CVPR 2026FlexAvatar Flexible Large Reconstruction Model for Animatable Gaussian Head Avatars
  2. CVPR 2026Flow Matching for Multimodal Distributions
  3. CVPR 2026FlowPalm Optical Flow Driven Non-Rigid Deformation for Geometrically Diverse Palmprint
  4. CVPR 2026FluidGaussian Propagating Simulation-Based Uncertainty Toward Functionally-Intelligent 3D Reconstruction
  5. CVPR 2026ForceVLA2 Unleashing Hybrid Force-Position Control with Force Awareness for Contact-Rich
  6. CVPR 2026Forecast the Principal Stabilize the Residual Subspace-Aware Feature Caching for
  7. CVPR 2026Fourier Angle Alignment for Oriented Object Detection in Remote Sensing
  8. CVPR 2026FreeForm Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes
  9. CVPR 2026From Corners to Fiducial Tags Revisiting Checkerboard Calibration for Event
  10. CVPR 2026From Events to Clarity The Event-Guided Diffusion Framework for Dehazing
  11. CVPR 2026From Exploration to Exploitation A Two-Stage Entropy RLVR Approach for
  12. CVPR 2026From Inpainting to Layer Decomposition Repurposing Generative Inpainting Models for
  13. CVPR 2026From Intuition to Investigation A Tool-Augmented Reasoning MLLM Framework for
  14. CVPR 2026From Rays to Projections Better Inputs for Feed-Forward View Synthesis
  15. CVPR 2026From Where Things Are to What They Are For Benchmarking
  16. CVPR 2026Gau-Occ Geometry-Completed Gaussians for Multi-Modal 3D Occupancy Prediction
  17. CVPR 2026Gaussian Mapping for Evolving Scenes
  18. CVPR 2026GaussianFluent Gaussian Simulation for Dynamic Scenes with Mixed Materials
  19. CVPR 2026GaussianPile A Unified Sparse Gaussian Splatting Framework for Slice-based Volumetric
  20. CVPR 2026GDRO Group-level Reward Post-training Suitable for Diffusion Models
  21. CVPR 2026Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis
  22. CVPR 2026GenieDrive Towards Physics-Aware Driving World Model with 4D Occupancy Guided
  23. CVPR 2026GeoDiff4D Geometry-Aware Diffusion for 4D Head Avatar Reconstruction
  24. CVPR 2026GeoRK2 Geometry-Guided Runge-Kutta Integration for Diffusion Transformer Acceleration
  25. CVPR 2026GeoSAM2 Unleashing the Power of SAM2 for 3D Part Segmentation
  26. CVPR 2026GeoSemba Reconstructing State Space Model for Cross Paradigm Representation in
  27. CVPR 2026GGBench A Geometric Generative Reasoning Benchmark for Unified Multimodal Models
  28. CVPR 2026Goldilocks Test Sets for Face Verification
  29. CVPR 2026Gradient Knows Best Mixed-Precision Quantization via Gradient-Guided Bit Allocation for
  30. CVPR 2026GraspALL Adaptive Structural Compensation from Illumination Variation for Robotic Garment
  31. CVPR 2026Grounded Chain-of-Thought for Multimodal Large Language Models
  32. CVPR 2026Grounded Latents for Entity-Centric 4D Scene Generation
  33. CVPR 2026Grounding Everything in Tokens for Multimodal Large Language Models
  34. CVPR 2026GuideFlow Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving
  35. CVPR 2026HAD Hallucination-Aware Diffusion Priors for 3D Reconstruction
  36. CVPR 2026HAD Heterogeneity-Aware Distillation for Lifelong Heterogeneous Learning
  37. CVPR 2026HAMMER Harnessing MLLMs via Cross-Modal Integration for Intention-Driven 3D Affordance
  38. CVPR 2026Harmonic Canvas Inversion-Free Editing for Visually-Guided Music Style Transfer
  39. CVPR 2026HATS Hardness-Aware Trajectory Synthesis for GUI Agents
  40. CVPR 2026HDW-SR High-Frequency Guided Diffusion Model based on Wavelet Decomposition for
  41. CVPR 2026Hermite Radial Basis Function for Surface Reconstruction via Differentiable Rendering
  42. CVPR 2026HERO Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos
  43. CVPR 2026HeroGS Hierarchical Guidance for Robust 3D Gaussian Splatting under Sparse
  44. CVPR 2026HeSS Head Sensitivity Score for Sparsity Redistribution in VGGT
  45. CVPR 2026Hierarchical Point-Patch Fusion with Adaptive Patch Codebook for 3D Shape
  46. CVPR 2026HierUQ Hierarchical Uncertainty Quantification with Adaptive Granularity Reconciliation for Degraded
  47. CVPR 2026HiFi-Inpaint Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images
  48. CVPR 2026HiFICL High-Fidelity In-Context Learning for Multimodal Tasks
  49. CVPR 2026HOLO Homography-Guided Pose Estimator Network for Fine-Grained Visual Localization on
  50. CVPR 2026Homaloidal parametrization for detecting critical two-view configurations

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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