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 7 / 34 页

  1. CVPR 2026LLMind Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models
  2. CVPR 2026Logit-Margin Repulsion for Backdoor Defense
  3. CVPR 2026Look Before You Fuse 2D-Guided Cross-Modal Alignment for Robust 3D
  4. CVPR 2026Looking Beyond the Window Global-Local Aligned CLIP for Training-free Open-Vocabulary
  5. CVPR 2026LoST Level of Semantics Tokenization for 3D Shapes
  6. CVPR 2026Low-Resolution Editing is All You Need for High-Resolution Editing
  7. CVPR 2026LRDUN A Low-Rank Deep Unfolding Network for Efficient Spectral Compressive
  8. CVPR 2026LS-ViT Least-Squares Hessian Based Block Reconstruction for Low-Bit Post-Training Quantization
  9. CVPR 2026MAD Motion Appearance Decoupling for efficient Driving World Models
  10. CVPR 2026MAGICIAN Efficient Long-Term Planning with Imagined Gaussians for Active Mapping
  11. CVPR 2026ManifoldGD Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation
  12. CVPR 2026ManifoldNeuS Manifold-aware View Optimizability for Pose-Free Neural Surface Reconstruction
  13. CVPR 2026MASQuant Modality-Aware Smoothing Quantization for Multimodal Large Language Models
  14. CVPR 2026Matching Every Pair to Track Every Point PairFormer for All-Pairs
  15. CVPR 2026MetaSpectra A Compact Broadband Metasurface Camera for Snapshot Hyperspectral Imaging
  16. CVPR 2026MimiCAT Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer
  17. CVPR 2026MindDriver Introducing Progressive Multimodal Reasoning for Autonomous Driving
  18. CVPR 2026Minimal Constraint Relaxation for Multiview Autocalibration
  19. CVPR 2026MixerCSeg An Efficient Mixer Architecture for Crack Segmentation via Decoupled
  20. CVPR 2026MLLM-HWSI A Multimodal Large Language Model for Hierarchical Whole Slide
  21. CVPR 2026MMCP-GEN A Modality-Extensible Diffusion Language Model for Conditional Protein Sequence
  22. CVPR 2026MoCapAnything Unified 3D Motion Capture for Arbitrary Skeletons from Monocular
  23. CVPR 2026Momentum Memory for Knowledge Distillation in Computational Pathology
  24. CVPR 2026Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes
  25. CVPR 2026More than the Sum Panorama-Language Models for Adverse Omni-Scenes
  26. CVPR 2026MOS Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification
  27. CVPR 2026MOSAIC-GS Monocular Scene Reconstruction via Advanced Initialization for Complex Dynamic
  28. CVPR 2026Motion 3-to-4 3D Motion Reconstruction for 4D Synthesis
  29. CVPR 2026Moving Border Ownership for Event-based Motion Segmentation
  30. CVPR 2026MSGNav Unleashing the Power of Multi-modal 3D Scene Graph for
  31. CVPR 2026Multimodal Protein Language Models for Enzyme Kinetic Parameters From Substrate
  32. CVPR 2026MultiModalPFN Extending Prior-Data Fitted Networks for Multimodal Tabular Learning
  33. CVPR 2026NEC-Diff Noise-Robust Event-RAW Complementary Diffusion for Seeing Motion in Extreme
  34. CVPR 2026NESTOR A Nested MOE-based Neural Operator for Large-Scale PDE Pre-Training
  35. CVPR 2026Neu-PiG Neural Preconditioned Grids for Fast Dynamic Surface Reconstruction on
  36. CVPR 2026Neural Differentiation in Deep Networks A Theoretical Framework for Expressivity
  37. CVPR 2026Neural Distribution Prior for LiDAR Out-of-Distribution Detection
  38. CVPR 2026Neural Dynamic GI Random-Access Neural Compression for Temporal Lightmaps in
  39. CVPR 2026Neural Gabor Splatting Enhanced Gaussian Splatting with Neural Gabor for
  40. CVPR 2026NOVA Sparse Control Dense Synthesis for Pair-Free Video Editing
  41. CVPR 2026NVGS Neural Visibility for Occlusion Culling in 3D Gaussian Splatting
  42. CVPR 2026Octopus History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large
  43. CVPR 2026OmniBrainBench A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across
  44. CVPR 2026One Model Many Budgets Elastic Latent Interfaces for Diffusion Transformers
  45. CVPR 2026One-Shot Flow Any-Time Frame A Bidirectional Warping Framework for Event-Based
  46. CVPR 2026Opening the Sim-to-Real Door for Humanoid Pixel-to-Action Policy Transfer
  47. CVPR 2026Optical Diffraction-based Convolution for Semiconductor Lithography
  48. CVPR 2026OrthoFuse Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion
  49. CVPR 2026OS-Oracle A Comprehensive Framework for Cross-Platform GUI Critic Models
  50. CVPR 2026Outlier-Robust Diffusion Solvers for Inverse Problems

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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