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 11 / 23 页

  1. CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
  2. CVPR 2025Simplification Is All You Need against Out-of-Distribution Overconfidence
  3. CVPR 2025Solving Instance Detection from an Open-World Perspective
  4. CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
  5. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
  6. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
  7. CVPR 2025Structure from Collision
  8. CVPR 2025Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
  9. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
  10. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
  11. CVPR 2025TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection
  12. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
  13. CVPR 2025Temporal Action Detection Model Compression by Progressive Block Drop
  14. CVPR 2025Temporally Consistent Object-Centric Learning by Contrasting Slots
  15. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
  16. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
  17. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
  18. CVPR 2025Towards Generalizable Scene Change Detection
  19. CVPR 2025Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion
  20. CVPR 2025Towards RAW Object Detection in Diverse Conditions
  21. CVPR 2025Towards Training-free Anomaly Detection with Vision and Language Foundation Models
  22. CVPR 2025Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
  23. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
  24. CVPR 2025Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline
  25. CVPR 2025UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References
  26. CVPR 2025UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
  27. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
  28. CVPR 2025UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
  29. CVPR 2025UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
  30. CVPR 2025UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
  31. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
  32. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
  33. CVPR 2025Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
  34. CVPR 2025V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
  35. CVPR 2025VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
  36. CVPR 2025ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network
  37. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
  38. CVPR 2025VODiff: Controlling Object Visibility Order in Text-to-Image Generation
  39. CVPR 2025Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection
  40. CVPR 2025WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
  41. CVPR 20243DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features
  42. CVPR 20246D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation
  43. CVPR 2024A-Teacher: Asymmetric Network for 3D Semi-Supervised Object Detection
  44. CVPR 2024Action Detection via an Image Diffusion Process
  45. CVPR 2024Active Domain Adaptation with False Negative Prediction for Object Detection
  46. CVPR 2024Active Object Detection with Knowledge Aggregation and Distillation from Large Models
  47. CVPR 2024ADA-Track: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and Association
  48. CVPR 2024Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
  49. CVPR 2024Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
  50. CVPR 2024Adaptive Slot Attention: Object Discovery with Dynamic Slot Number

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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