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 1,110 篇，第 20 / 23 页

  1. CVPR 2023Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization
  2. CVPR 2023Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection
  3. CVPR 2023Learning To Detect and Segment for Open Vocabulary Object Detection
  4. CVPR 2023Learning To Segment Every Referring Object Point by Point
  5. CVPR 2023Learning Transformation-Predictive Representations for Detection and Description of Local Features
  6. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object Detection
  7. CVPR 2023LEGO-Net: Learning Regular Rearrangements of Objects in Rooms
  8. CVPR 2023LINe: Out-of-Distribution Detection by Leveraging Important Neurons
  9. CVPR 2023Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving
  10. CVPR 2023LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
  11. CVPR 2023LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
  12. CVPR 2023Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
  13. CVPR 2023Look Before You Match: Instance Understanding Matters in Video Object Segmentation
  14. CVPR 2023LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection
  15. CVPR 2023MaLP: Manipulation Localization Using a Proactive Scheme
  16. CVPR 2023Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection With Single Point Supervision
  17. CVPR 2023Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation
  18. CVPR 2023MDQE: Mining Discriminative Query Embeddings To Segment Occluded Instances on Challenging Videos
  19. CVPR 2023MED-VT: Multiscale Encoder-Decoder Video Transformer With Application To Object Segmentation
  20. CVPR 2023Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding
  21. CVPR 2023Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection
  22. CVPR 2023MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection
  23. CVPR 2023MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection
  24. CVPR 2023MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection
  25. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
  26. CVPR 2023MobileOne: An Improved One Millisecond Mobile Backbone
  27. CVPR 2023MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation
  28. CVPR 2023MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences
  29. CVPR 2023Modeling the Distributional Uncertainty for Salient Object Detection Models
  30. CVPR 2023MonoATT: Online Monocular 3D Object Detection With Adaptive Token Transformer
  31. CVPR 2023MOSO: Decomposing MOtion, Scene and Object for Video Prediction
  32. CVPR 2023MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking
  33. CVPR 2023MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
  34. CVPR 2023MSF: Motion-Guided Sequential Fusion for Efficient 3D Object Detection From Point Cloud Sequences
  35. CVPR 2023MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
  36. CVPR 2023MSMDFusion: Fusing LiDAR and Camera at Multiple Scales With Multi-Depth Seeds for 3D Object Detection
  37. CVPR 2023Multi-Object Manipulation via Object-Centric Neural Scattering Functions
  38. CVPR 2023Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains
  39. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
  40. CVPR 2023Multimodal Industrial Anomaly Detection via Hybrid Fusion
  41. CVPR 2023NeRF-RPN: A General Framework for Object Detection in NeRFs
  42. CVPR 2023NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization
  43. CVPR 2023Neural Part Priors: Learning To Optimize Part-Based Object Completion in RGB-D Scans
  44. CVPR 2023NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
  45. CVPR 2023NeuralLift-360: Lifting an In-the-Wild 2D Photo to a 3D Object With 360deg Views
  46. CVPR 2023NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization
  47. CVPR 2023NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging
  48. CVPR 2023Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
  49. CVPR 2023Object Detection With Self-Supervised Scene Adaptation
  50. CVPR 2023Object Discovery From Motion-Guided Tokens

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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