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 1,109 篇，第 20 / 23 页

  1. NeurIPS 2024TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
  2. NeurIPS 2024Typicalness-Aware Learning for Failure Detection
  3. NeurIPS 2024UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
  4. NeurIPS 2024UDON: Universal Dynamic Online distillatioN for generic image representations
  5. NeurIPS 2024UMB: Understanding Model Behavior for Open-World Object Detection
  6. NeurIPS 2024UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
  7. NeurIPS 2024Uncertainty-aware Fine-tuning of Segmentation Foundation Models
  8. NeurIPS 2024Understanding Bias in Large-Scale Visual Datasets
  9. NeurIPS 2024Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
  10. NeurIPS 2024UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
  11. NeurIPS 2024Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
  12. NeurIPS 2024Unified Generative and Discriminative Training for Multi-modal Large Language Models
  13. NeurIPS 2024Unified Lexical Representation for Interpretable Visual-Language Alignment
  14. NeurIPS 2024UniGAD: Unifying Multi-level Graph Anomaly Detection
  15. NeurIPS 2024UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
  16. NeurIPS 2024UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections
  17. NeurIPS 2024Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
  18. NeurIPS 2024Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
  19. NeurIPS 2024Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need?
  20. NeurIPS 2024Unsupervised Anomaly Detection in The Presence of Missing Values
  21. NeurIPS 2024Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
  22. NeurIPS 2024Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
  23. NeurIPS 2024Unsupervised Object Detection with Theoretical Guarantees
  24. NeurIPS 2024Unveiling Encoder-Free Vision-Language Models
  25. NeurIPS 2024Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
  26. NeurIPS 2024UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
  27. NeurIPS 2024UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
  28. NeurIPS 2024Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting
  29. NeurIPS 2024VastTrack: Vast Category Visual Object Tracking
  30. NeurIPS 2024VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction
  31. NeurIPS 2024Vector Quantization Prompting for Continual Learning
  32. NeurIPS 2024VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
  33. NeurIPS 2024VFIMamba: Video Frame Interpolation with State Space Models
  34. NeurIPS 2024Video Token Merging for Long Video Understanding
  35. NeurIPS 2024VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
  36. NeurIPS 2024Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients
  37. NeurIPS 2024Vision Foundation Model Enables Generalizable Object Pose Estimation
  38. NeurIPS 2024Vision Mamba Mender
  39. NeurIPS 2024Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
  40. NeurIPS 2024Vision-Language Models are Strong Noisy Label Detectors
  41. NeurIPS 2024VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
  42. NeurIPS 2024VisMin: Visual Minimal-Change Understanding
  43. NeurIPS 2024Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
  44. NeurIPS 2024Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
  45. NeurIPS 2024Visual Fourier Prompt Tuning
  46. NeurIPS 2024Visual Prompt Tuning in Null Space for Continual Learning
  47. NeurIPS 2024VMamba: Visual State Space Model
  48. NeurIPS 2024Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
  49. NeurIPS 2024Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
  50. NeurIPS 2024VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization

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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