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 31 / 57 页

  1. CVPR 2024Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts
  2. CVPR 2024Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and Baseline
  3. CVPR 2024Towards Generalizable Multi-Object Tracking
  4. CVPR 2024Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions
  5. CVPR 2024Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network
  6. CVPR 2024Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
  7. CVPR 2024Tune-An-Ellipse: CLIP Has Potential to Find What You Want
  8. CVPR 2024Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection
  9. CVPR 2024UniMODE: Unified Monocular 3D Object Detection
  10. CVPR 2024UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization
  11. CVPR 2024UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
  12. CVPR 2024Universal Novelty Detection Through Adaptive Contrastive Learning
  13. CVPR 2024Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection
  14. CVPR 2024Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos
  15. CVPR 2024Unsupervised Salient Instance Detection
  16. CVPR 2024VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning
  17. CVPR 2024VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
  18. CVPR 2024Weak-to-Strong 3D Object Detection with X-Ray Distillation
  19. CVPR 2024Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection
  20. CVPR 2024Weakly Supervised Monocular 3D Detection with a Single-View Image
  21. CVPR 2024What How and When Should Object Detectors Update in Continually Changing Test Domains?
  22. CVPR 2024WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification
  23. CVPR 2024YOLO-World: Real-Time Open-Vocabulary Object Detection
  24. CVPR 2024YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
  25. ICLR 2024A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
  26. ICLR 2024A Newborn Embodied Turing Test for Comparing Object Segmentation Across Animals and Machines
  27. ICLR 2024ADOPD: A Large-Scale Document Page Decomposition Dataset
  28. ICLR 2024AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
  29. ICLR 2024Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  30. ICLR 2024AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection
  31. ICLR 2024BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
  32. ICLR 2024Boosting Graph Anomaly Detection with Adaptive Message Passing
  33. ICLR 2024Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments
  34. ICLR 2024CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
  35. ICLR 2024Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
  36. ICLR 2024CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
  37. ICLR 2024COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
  38. ICLR 2024ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
  39. ICLR 2024Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
  40. ICLR 2024CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping
  41. ICLR 2024Cycle Consistency Driven Object Discovery
  42. ICLR 2024Decodable and Sample Invariant Continuous Object Encoder
  43. ICLR 2024Deep Orthogonal Hypersphere Compression for Anomaly Detection
  44. ICLR 2024DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
  45. ICLR 2024Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
  46. ICLR 2024DORSal: Diffusion for Object-centric Representations of Scenes $\textit{et al.}$
  47. ICLR 2024DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
  48. ICLR 2024DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
  49. ICLR 2024DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
  50. ICLR 2024Entity-Centric Reinforcement Learning for Object Manipulation from Pixels

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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