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 667 篇，第 10 / 14 页

  1. NeurIPS 2024PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
  2. NeurIPS 2024PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
  3. NeurIPS 2024Persistence Homology Distillation for Semi-supervised Continual Learning
  4. NeurIPS 2024Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
  5. NeurIPS 2024PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
  6. NeurIPS 2024PhyRecon: Physically Plausible Neural Scene Reconstruction
  7. NeurIPS 2024Physically Compatible 3D Object Modeling from a Single Image
  8. NeurIPS 2024Physics-Constrained Comprehensive Optical Neural Networks
  9. NeurIPS 2024PLIP: Language-Image Pre-training for Person Representation Learning
  10. NeurIPS 2024Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
  11. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  12. NeurIPS 2024Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
  13. NeurIPS 2024Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
  14. NeurIPS 2024Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
  15. NeurIPS 2024Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images
  16. NeurIPS 2024Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
  17. NeurIPS 2024Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
  18. NeurIPS 2024ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
  19. NeurIPS 2024Prune and Repaint: Content-Aware Image Retargeting for any Ratio
  20. NeurIPS 2024Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
  21. NeurIPS 2024Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
  22. NeurIPS 2024QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
  23. NeurIPS 2024R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
  24. NeurIPS 2024Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
  25. NeurIPS 2024RCDN: Towards Robust Camera-Insensitivity Collaborative Perception via Dynamic Feature-based 3D Neural Modeling
  26. NeurIPS 2024Real-time Stereo-based 3D Object Detection for Streaming Perception
  27. NeurIPS 2024Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
  28. NeurIPS 2024Recognize Any Regions
  29. NeurIPS 2024Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
  30. NeurIPS 2024Reconstruction of Manipulated Garment with Guided Deformation Prior
  31. NeurIPS 2024Recovering Complete Actions for Cross-dataset Skeleton Action Recognition
  32. NeurIPS 2024Referring Human Pose and Mask Estimation In the Wild
  33. NeurIPS 2024ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
  34. NeurIPS 2024ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
  35. NeurIPS 2024Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
  36. NeurIPS 2024Renovating Names in Open-Vocabulary Segmentation Benchmarks
  37. NeurIPS 2024ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations
  38. NeurIPS 2024ResAD: A Simple Framework for Class Generalizable Anomaly Detection
  39. NeurIPS 2024RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
  40. NeurIPS 2024Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
  41. NeurIPS 2024Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks
  42. NeurIPS 2024Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
  43. NeurIPS 2024Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
  44. NeurIPS 2024Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
  45. NeurIPS 2024RETR: Multi-View Radar Detection Transformer for Indoor Perception
  46. NeurIPS 2024Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
  47. NeurIPS 2024Revisiting Few-Shot Object Detection with Vision-Language Models
  48. NeurIPS 2024Revisiting Score Propagation in Graph Out-of-Distribution Detection
  49. NeurIPS 2024RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
  50. NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes

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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