目标检测论文趋势 2023–2026

检测与定位

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,809 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

目标检测论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023886732298485
202466778552721,072
20251758557254571
202617995121286681

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

全部目标检测论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 667 篇，第 11 / 14 页

  1. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
  2. NeurIPS 2024RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
  3. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
  4. NeurIPS 2024SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
  5. NeurIPS 2024SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
  6. NeurIPS 2024SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
  7. NeurIPS 2024Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
  8. NeurIPS 2024Scene Graph Generation with Role-Playing Large Language Models
  9. NeurIPS 2024SE(3)-bi-equivariant Transformers for Point Cloud Assembly
  10. NeurIPS 2024SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
  11. NeurIPS 2024Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
  12. NeurIPS 2024Segment Any Change
  13. NeurIPS 2024Segment Anything without Supervision
  14. NeurIPS 2024Self-Distilled Depth Refinement with Noisy Poisson Fusion
  15. NeurIPS 2024Self-Guided Masked Autoencoder
  16. NeurIPS 2024Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
  17. NeurIPS 2024Self-supervised Transformation Learning for Equivariant Representations
  18. NeurIPS 2024SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
  19. NeurIPS 2024Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
  20. NeurIPS 2024Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
  21. NeurIPS 2024Sequential Harmful Shift Detection Without Labels
  22. NeurIPS 2024SfPUEL: Shape from Polarization under Unknown Environment Light
  23. NeurIPS 2024Sharing Key Semantics in Transformer Makes Efficient Image Restoration
  24. NeurIPS 2024SimGen: Simulator-conditioned Driving Scene Generation
  25. NeurIPS 2024Slicing Vision Transformer for Flexible Inference
  26. NeurIPS 2024SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
  27. NeurIPS 2024SlimSAM: 0.1% Data Makes Segment Anything Slim
  28. NeurIPS 2024Slot-VLM: Object-Event Slots for Video-Language Modeling
  29. NeurIPS 2024SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
  30. NeurIPS 2024SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
  31. NeurIPS 2024Soft Superpixel Neighborhood Attention
  32. NeurIPS 2024Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
  33. NeurIPS 2024SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
  34. NeurIPS 2024Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
  35. NeurIPS 2024Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
  36. NeurIPS 2024SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
  37. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
  38. NeurIPS 2024Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
  39. NeurIPS 2024SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
  40. NeurIPS 2024Spiking Neural Network as Adaptive Event Stream Slicer
  41. NeurIPS 2024Splatter a Video: Video Gaussian Representation for Versatile Processing
  42. NeurIPS 2024SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
  43. NeurIPS 2024SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
  44. NeurIPS 2024STONE: A Submodular Optimization Framework for Active 3D Object Detection
  45. NeurIPS 2024StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
  46. NeurIPS 2024Streaming Detection of Queried Event Start
  47. NeurIPS 2024Streaming Long Video Understanding with Large Language Models
  48. NeurIPS 2024Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
  49. NeurIPS 2024Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
  50. NeurIPS 2024Subsurface Scattering for Gaussian Splatting

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 查目标检测在 CVPR 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": "object-detection"}

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目标检测论文？
共 2,809 篇，按年份分别是 2023 年 485 篇、2024 年 1,072 篇、2025 年 571 篇、2026 年 681 篇。
NeurIPS 2026 有多少篇目标检测论文？
NeurIPS 2026 有 179 篇目标检测论文，上一届是 175 篇。
ICLR 2026 有多少篇目标检测论文？
ICLR 2026 有 95 篇目标检测论文，上一届是 85 篇。
ICML 2026 有多少篇目标检测论文？
ICML 2026 有 121 篇目标检测论文，上一届是 57 篇。
CVPR 2026 有多少篇目标检测论文？
CVPR 2026 有 286 篇目标检测论文，上一届是 254 篇。
哪个会议的目标检测论文最多？
CVPR，2023–2026 年共 1,110 篇。

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