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 18 / 57 页

  1. CVPR 2025OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
  2. CVPR 2025ORIDa: Object-centric Real-world Image Composition Dataset
  3. CVPR 2025Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection
  4. CVPR 2025OW-OVD: Unified Open World and Open Vocabulary Object Detection
  5. CVPR 2025PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
  6. CVPR 2025Pay Attention to the Foreground in Object-Centric Learning
  7. CVPR 2025Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection
  8. CVPR 2025PIAD: Pose and Illumination agnostic Anomaly Detection
  9. CVPR 2025PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
  10. CVPR 2025Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances
  11. CVPR 2025PointSR: Self-Regularized Point Supervision for Drone-View Object Detection
  12. CVPR 2025Prior-free 3D Object Tracking
  13. CVPR 2025PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
  14. CVPR 2025PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
  15. CVPR 2025Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection
  16. CVPR 2025RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
  17. CVPR 2025Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling
  18. CVPR 2025Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
  19. CVPR 2025Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
  20. CVPR 2025ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection
  21. CVPR 2025RelationField: Relate Anything in Radiance Fields
  22. CVPR 2025ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge
  23. CVPR 2025Rethinking Correspondence-based Category-Level Object Pose Estimation
  24. CVPR 2025Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
  25. CVPR 2025Revisiting Generative Replay for Class Incremental Object Detection
  26. CVPR 2025RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object Detection
  27. CVPR 2025ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models
  28. CVPR 2025RORem: Training a Robust Object Remover with Human-in-the-Loop
  29. CVPR 2025ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object
  30. CVPR 2025Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs
  31. CVPR 2025Samba: A Unified Mamba-based Framework for General Salient Object Detection
  32. CVPR 2025SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
  33. CVPR 2025ScaleLSD: Scalable Deep Line Segment Detection Streamlined
  34. CVPR 2025SCFlow2: Plug-and-Play Object Pose Refiner with Shape-Constraint Scene Flow
  35. CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
  36. CVPR 2025Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval
  37. CVPR 2025Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis
  38. CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
  39. CVPR 2025SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection
  40. CVPR 2025SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations
  41. CVPR 2025Semantic and Sequential Alignment for Referring Video Object Segmentation
  42. CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
  43. CVPR 2025SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection
  44. CVPR 2025Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection
  45. CVPR 2025SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
  46. CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
  47. CVPR 2025Simplification Is All You Need against Out-of-Distribution Overconfidence
  48. CVPR 2025Solving Instance Detection from an Open-World Perspective
  49. CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
  50. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection

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。

「计算机视觉」下的其他主题