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 4 / 12 页

  1. NeurIPS 2026RelGS: Relation-Aware Gaussian Splatting for Open-Vocabulary 3D Scene Understanding
  2. NeurIPS 2026Rethinking Geometric Depth in Monocular 3D Object Detection: A Projection-Consistent Reformulation
  3. NeurIPS 2026Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm
  4. NeurIPS 2026RETR: A Structure-Preserving RGB-Event Transformer for Robust 3D Lane Detection
  5. NeurIPS 2026ROAD: Rule-Grounded Context-Aware Open-World Driver Anomaly Detection
  6. NeurIPS 2026Scalable Token-Level Hallucination Detection in Large Language Models
  7. NeurIPS 2026Stability-Weighted Direction Regularization Disentangles Generator Shortcuts from Detection Signal
  8. NeurIPS 2026StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
  9. NeurIPS 2026Stranger Things: When Objects Appear Without Their Typical Neighbours
  10. NeurIPS 2026Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
  11. NeurIPS 2026Surprisingly consistent failures of post-hoc OOD detectors reveal security concerns in open-set recognition with modern CNNs and ViTs, stemming from representation mismatch
  12. NeurIPS 2026TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition
  13. NeurIPS 2026TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
  14. NeurIPS 2026Towards Unified Dynamic Face Landmark Detection
  15. NeurIPS 2026Training-Free Open World Object Detection
  16. NeurIPS 2026When the Same Coefficients Reach Different Places: Asymmetric Realizability in Transplanting Tokenizers across Large Language Models
  17. NeurIPS 2026WildBox: A Dataset and Benchmark for Aerial Monocular 3D Detection of African Savanna Wildlife
  18. NeurIPS 2026Witness Overlap: Directional Provenance Inside Open-Weight Model Families
  19. CVPR 2025Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
  20. CVPR 2025Anomize: Better Open Vocabulary Video Anomaly Detection
  21. CVPR 2025BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
  22. CVPR 2025Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection
  23. CVPR 2025Compositional Caching for Training-free Open-vocabulary Attribute Detection
  24. CVPR 2025Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding
  25. CVPR 2025Cubify Anything: Scaling Indoor 3D Object Detection
  26. CVPR 2025D^3: Scaling Up Deepfake Detection by Learning from Discrepancy
  27. CVPR 2025DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  28. CVPR 2025Detecting Open World Objects via Partial Attribute Assignment
  29. CVPR 2025Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection
  30. CVPR 2025Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation
  31. CVPR 2025Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection
  32. CVPR 2025DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
  33. CVPR 2025Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection
  34. CVPR 2025Dual Semantic Guidance for Open Vocabulary Semantic Segmentation
  35. CVPR 2025Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
  36. CVPR 2025DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
  37. CVPR 2025Effective SAM Combination for Open-Vocabulary Semantic Segmentation
  38. CVPR 2025Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras
  39. CVPR 2025Exploring Simple Open-Vocabulary Semantic Segmentation
  40. CVPR 2025FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection
  41. CVPR 2025Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
  42. CVPR 2025FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
  43. CVPR 2025Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
  44. CVPR 2025Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
  45. CVPR 2025Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
  46. CVPR 2025FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
  47. CVPR 2025FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
  48. CVPR 2025GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding
  49. CVPR 2025GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill
  50. CVPR 2025H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection

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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