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 577 篇，第 9 / 12 页

  1. ICLR 2024ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
  2. ICLR 2024DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
  3. ICLR 2024DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
  4. ICLR 2024FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
  5. ICLR 2024How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
  6. ICLR 2024INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
  7. ICLR 2024Large-Vocabulary 3D Diffusion Model with Transformer
  8. ICLR 2024LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors
  9. ICLR 2024Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
  10. ICLR 2024Out-of-Distribution Detection with Negative Prompts
  11. ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
  12. ICLR 2024The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models
  13. ICML 2024A Provable Decision Rule for Out-of-Distribution Detection
  14. ICML 2024Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning
  15. ICML 2024CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
  16. ICML 2024DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
  17. ICML 2024DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images
  18. ICML 2024Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
  19. ICML 2024Hierarchical Novelty Detection via Fine-Grained Evidence Allocation
  20. ICML 2024Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models
  21. ICML 2024Meta Evidential Transformer for Few-Shot Open-Set Recognition
  22. ICML 2024Network Tight Community Detection
  23. ICML 2024Open-Vocabulary Calibration for Fine-tuned CLIP
  24. ICML 2024OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
  25. ICML 2024Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
  26. ICML 2024Reducing sequential change detection to sequential estimation
  27. ICML 2024RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
  28. ICML 2024Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions
  29. NeurIPS 2024A Siamese Transformer with Hierarchical Refinement for Lane Detection
  30. NeurIPS 2024Breaking Semantic Artifacts for Generalized AI-generated Image Detection
  31. NeurIPS 2024Community Detection Guarantees using Embeddings Learned by Node2Vec
  32. NeurIPS 2024ConStat: Performance-Based Contamination Detection in Large Language Models
  33. NeurIPS 2024CountGD: Multi-Modal Open-World Counting
  34. NeurIPS 2024DALD: Improving Logits-based Detector without Logits from Black-box LLMs
  35. NeurIPS 2024Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
  36. NeurIPS 2024DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
  37. NeurIPS 2024EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
  38. NeurIPS 2024Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
  39. NeurIPS 2024FlexCap: Describe Anything in Images in Controllable Detail
  40. NeurIPS 2024FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
  41. NeurIPS 2024GFT: Graph Foundation Model with Transferable Tree Vocabulary
  42. NeurIPS 2024HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
  43. NeurIPS 2024Image Copy Detection for Diffusion Models
  44. NeurIPS 2024ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
  45. NeurIPS 2024Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
  46. NeurIPS 2024Open-Vocabulary Object Detection via Language Hierarchy
  47. NeurIPS 2024OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
  48. NeurIPS 2024Out-Of-Distribution Detection with Diversification (Provably)
  49. NeurIPS 2024OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking
  50. NeurIPS 2024Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation

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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