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 2 / 12 页

  1. CVPR 2026QueryMe Query-Driven Open-Vocabulary 3D Object Affordances Grounding from Multimodal Evidence
  2. CVPR 2026RankOOD - Class Ranking-based Out-of-Distribution Detection
  3. CVPR 2026ReAttnCLIP Training-Free Open-Vocabulary Remote Sensing Image Segmentation via Re-defined Attention
  4. CVPR 2026Reconstructing CLIP for Open-Vocabulary Dense Perception
  5. CVPR 2026ReManNet A Riemannian Manifold Network for Monocular 3D Lane Detection
  6. CVPR 2026RHCNet Residual-Guided Hierarchical Calibration Network for Robust Underwater Object Detection
  7. CVPR 2026S2C2Seg Semantic-Spatial Consistency and Category Optimization for Open-Vocabulary Segmentation
  8. CVPR 2026Scene Reconstruction as Mapping Priors for 3D Detection
  9. CVPR 2026SDDF Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection
  10. CVPR 2026Seeing as Experts Do A Knowledge-Augmented Agent for Open-Set Fine-Grained
  11. CVPR 2026Seeing Both Sides Towards Bidirectional Semantic Alignment for Open-Vocabulary Camouflaged
  12. CVPR 2026Similarity-Consistent Likelihood Diffusion enables Hidden Person Detection from Wall Reflections
  13. CVPR 2026SPAR Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation
  14. CVPR 2026SRA-Det Learning Omni-Grained Open-Vocabulary Detection Beyond Category Names
  15. CVPR 2026SRGCD Stability-Driven Region Growth Framework for 3D Change Detection
  16. CVPR 2026Streamlined Open-Vocabulary Human-Object Interaction Detection
  17. CVPR 2026SynCLIP Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception
  18. CVPR 2026Test-Time Multi-Prompt Adaptation for Open-Vocabulary Remote Sensing Image Segmentation
  19. CVPR 2026The Invisible Gorilla Effect in Out-of-distribution Detection
  20. CVPR 2026The Power of Prior Training-Free Open-Vocabulary Semantic Segmentation with LLaVA
  21. CVPR 2026Thermal-Det Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection
  22. CVPR 2026Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset
  23. CVPR 2026Towards Persistence Learning Topological Constraints for Event-based Small Object Detection
  24. CVPR 2026Training-free Detection of Generated Videos via Spatial-Temporal Likelihoods
  25. CVPR 2026Training-Free Open-Vocabulary Camouflaged Object Segmentation via Fine-Grained Object Binding and
  26. CVPR 2026TTL Test-time Textual Learning for OOD Detection with Pretrained Vision-Language
  27. CVPR 2026UniChange Unifying Change Detection with Multimodal Large Language Model
  28. CVPR 2026VisualAD Language-Free Zero-Shot Anomaly Detection via Vision Transformer
  29. CVPR 2026ViTPrompt Training-Free Prompt Refinement with Visual Tokens for Open-Vocabulary Detection
  30. CVPR 2026Vocabulary Scaling Law Tuning Open-vocabulary Predictors for Their Openness
  31. CVPR 2026WeDetect Fast Open-Vocabulary Object Detection as Retrieval
  32. CVPR 2026Zoo3D Zero-Shot 3D Object Detection at Scene Level
  33. ICLR 2026APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
  34. ICLR 2026Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
  35. ICLR 2026Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
  36. ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
  37. ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
  38. ICLR 2026Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
  39. ICLR 2026EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
  40. ICLR 2026Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
  41. ICLR 2026Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
  42. ICLR 2026Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
  43. ICLR 2026GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation
  44. ICLR 2026Language-guided Open-world Video Anomaly Detection under Weak Supervision
  45. ICLR 2026LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
  46. ICLR 2026Lossless Vocabulary Reduction for Auto-Regressive Language Models
  47. ICLR 2026OVID: Open-Vocabulary Intrusion Detection
  48. ICLR 2026OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
  49. ICLR 2026Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
  50. ICLR 2026Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts

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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