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 62 篇，第 1 / 2 页

  1. ICML 2026A Close Look at Negative Label Guided Out-of-distribution Detection in Pre-trained Vision-Language Models
  2. ICML 2026A Geometry-Based View of Mahalanobis OOD Detection
  3. ICML 2026An In-Depth Study on Deep Learning Model Cloning
  4. ICML 2026EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation
  5. ICML 2026ExpAlign: Expectation-Guided Vision–Language Alignment for Open-Vocabulary Grounding
  6. ICML 2026ForensicConcept: Transferable Forensic Concepts for AIGI Detection
  7. ICML 2026From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
  8. ICML 2026IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection
  9. ICML 2026Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
  10. ICML 2026Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
  11. ICML 2026Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection
  12. ICML 2026Names Don’t Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning
  13. ICML 2026Object-level Semantic and Spatial Distillation for Open Vocabulary Detection
  14. ICML 2026OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
  15. ICML 2026Open-Text Aerial Detection: A Unified Framework For Aerial Visual Grounding And Detection
  16. ICML 2026PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation
  17. ICML 2026Pix2Key: Controllable Open-Vocabulary Retrieval with Semantic Decomposition and Self-Supervised Visual Dictionary Learning
  18. ICML 2026Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling
  19. ICML 2026SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection
  20. ICML 2026Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning
  21. ICML 2026Source-Free Open-World RF Fingerprint Identification
  22. ICML 2026VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference
  23. ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
  24. ICML 2025Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
  25. ICML 2025Feature Shift Localization Network
  26. ICML 2025FLAM: Frame-Wise Language-Audio Modeling
  27. ICML 2025Fluctuations of the largest eigenvalues of transformed spiked Wigner matrices
  28. ICML 2025Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
  29. ICML 2025Open-Det: An Efficient Learning Framework for Open-Ended Detection
  30. ICML 2025OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
  31. ICML 2025OW-VAP: Visual Attribute Parsing for Open World Object Detection
  32. ICML 2025Position: We Can’t Understand AI Using our Existing Vocabulary
  33. ICML 2025Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model
  34. ICML 2025Robust Conformal Outlier Detection under Contaminated Reference Data
  35. ICML 2025Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
  36. ICML 2025The Case for Learned Provenance-based System Behavior Baseline
  37. ICML 2024A Provable Decision Rule for Out-of-Distribution Detection
  38. ICML 2024Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning
  39. ICML 2024CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
  40. ICML 2024DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
  41. ICML 2024DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images
  42. ICML 2024Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
  43. ICML 2024Hierarchical Novelty Detection via Fine-Grained Evidence Allocation
  44. ICML 2024Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models
  45. ICML 2024Meta Evidential Transformer for Few-Shot Open-Set Recognition
  46. ICML 2024Network Tight Community Detection
  47. ICML 2024Open-Vocabulary Calibration for Fine-tuned CLIP
  48. ICML 2024OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
  49. ICML 2024Position: Open-Endedness is Essential for Artificial Superhuman Intelligence
  50. ICML 2024Reducing sequential change detection to sequential estimation

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。

「开放词汇视觉」下的其他主题