开放词汇检测论文趋势 2023–2026

OV 检测

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 577 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

开放词汇检测论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202324161061111
202438141676144
202541241475154
202642222282168

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

全部开放词汇检测论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 76 篇，第 1 / 2 页

  1. ICLR 2026APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
  2. ICLR 2026Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
  3. ICLR 2026Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
  4. ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
  5. ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
  6. ICLR 2026Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
  7. ICLR 2026EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
  8. ICLR 2026Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
  9. ICLR 2026Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
  10. ICLR 2026Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
  11. ICLR 2026GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation
  12. ICLR 2026Language-guided Open-world Video Anomaly Detection under Weak Supervision
  13. ICLR 2026LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
  14. ICLR 2026Lossless Vocabulary Reduction for Auto-Regressive Language Models
  15. ICLR 2026OVID: Open-Vocabulary Intrusion Detection
  16. ICLR 2026OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
  17. ICLR 2026Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
  18. ICLR 2026Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
  19. ICLR 2026SAM 3: Segment Anything with Concepts
  20. ICLR 2026Segment Any Events with Language
  21. ICLR 2026TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
  22. ICLR 2026Uncertainty Estimation via Hyperspherical Confidence Mapping
  23. ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
  24. ICLR 2025A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
  25. ICLR 2025A Statistical Approach for Controlled Training Data Detection
  26. ICLR 2025Black-Box Detection of Language Model Watermarks
  27. ICLR 2025Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations
  28. ICLR 2025Cut Your Losses in Large-Vocabulary Language Models
  29. ICLR 2025Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
  30. ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
  31. ICLR 2025Fitting Networks with a Cancellation Trick
  32. ICLR 2025Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
  33. ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
  34. ICLR 2025Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
  35. ICLR 2025OLMoE: Open Mixture-of-Experts Language Models
  36. ICLR 2025Open-Set Graph Anomaly Detection via Normal Structure Regularisation
  37. ICLR 2025Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
  38. ICLR 2025Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
  39. ICLR 2025OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
  40. ICLR 2025PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
  41. ICLR 2025Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
  42. ICLR 2025Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
  43. ICLR 2025Revisit the Open Nature of Open Vocabulary Semantic Segmentation
  44. ICLR 2025SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
  45. ICLR 2025TDDBench: A Benchmark for Training data detection
  46. ICLR 2025TimeInf: Time Series Data Contribution via Influence Functions
  47. ICLR 2024BatteryML: An Open-source Platform for Machine Learning on Battery Degradation
  48. ICLR 2024CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
  49. ICLR 2024ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
  50. ICLR 2024DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

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 查开放词汇检测在 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": "open-vocabulary-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开放词汇检测论文？
共 577 篇，按年份分别是 2023 年 111 篇、2024 年 144 篇、2025 年 154 篇、2026 年 168 篇。
NeurIPS 2026 有多少篇开放词汇检测论文？
NeurIPS 2026 有 42 篇开放词汇检测论文，上一届是 41 篇。
ICLR 2026 有多少篇开放词汇检测论文？
ICLR 2026 有 22 篇开放词汇检测论文，上一届是 24 篇。
ICML 2026 有多少篇开放词汇检测论文？
ICML 2026 有 22 篇开放词汇检测论文，上一届是 14 篇。
CVPR 2026 有多少篇开放词汇检测论文？
CVPR 2026 有 82 篇开放词汇检测论文，上一届是 75 篇。
哪个会议的开放词汇检测论文最多？
CVPR，2023–2026 年共 294 篇。

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