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 2,809 篇，第 20 / 57 页

  1. ICLR 2025D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
  2. ICLR 2025DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation
  3. ICLR 2025Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
  4. ICLR 2025Deep Kernel Relative Test for Machine-generated Text Detection
  5. ICLR 2025Dense Video Object Captioning from Disjoint Supervision
  6. ICLR 2025DRL: Decomposed Representation Learning for Tabular Anomaly Detection
  7. ICLR 2025Exact Community Recovery under Side Information: Optimality of Spectral Algorithms
  8. ICLR 2025Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
  9. ICLR 2025FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
  10. ICLR 2025Fitting Networks with a Cancellation Trick
  11. ICLR 2025Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
  12. ICLR 2025Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
  13. ICLR 2025GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
  14. ICLR 2025GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision
  15. ICLR 2025HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
  16. ICLR 2025High-dimension Prototype is a Better Incremental Object Detection Learner
  17. ICLR 2025I Can Hear You: Selective Robust Training for Deepfake Audio Detection
  18. ICLR 2025Image Watermarks are Removable using Controllable Regeneration from Clean Noise
  19. ICLR 2025Image-level Memorization Detection via Inversion-based Inference Perturbation
  20. ICLR 2025IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
  21. ICLR 2025Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
  22. ICLR 2025Input Space Mode Connectivity in Deep Neural Networks
  23. ICLR 2025Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention
  24. ICLR 2025Investigating Pattern Neurons in Urban Time Series Forecasting
  25. ICLR 2025Kolmogorov-Arnold Transformer
  26. ICLR 2025Learn hybrid prototypes for multivariate time series anomaly detection
  27. ICLR 2025Learning 3D Perception from Others' Predictions
  28. ICLR 2025Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation
  29. ICLR 2025Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching
  30. ICLR 2025Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
  31. ICLR 2025LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
  32. ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
  33. ICLR 2025Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
  34. ICLR 2025MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
  35. ICLR 2025MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
  36. ICLR 2025MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
  37. ICLR 2025Multi-Perspective Data Augmentation for Few-shot Object Detection
  38. ICLR 2025Multi-Scale Fusion for Object Representation
  39. ICLR 2025Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
  40. ICLR 2025Object-Centric Pretraining via Target Encoder Bootstrapping
  41. ICLR 2025On the Transfer of Object-Centric Representation Learning
  42. ICLR 2025Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection
  43. ICLR 2025PaLD: Detection of Text Partially Written by Large Language Models
  44. ICLR 2025PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection
  45. ICLR 2025Provably Safeguarding a Classifier from OOD and Adversarial Samples
  46. ICLR 2025PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
  47. ICLR 2025Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
  48. ICLR 2025Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
  49. ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
  50. ICLR 2025Re-Aligning Language to Visual Objects with an Agentic Workflow

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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