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 3 / 12 页

  1. ICLR 2026SAM 3: Segment Anything with Concepts
  2. ICLR 2026Segment Any Events with Language
  3. ICLR 2026TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
  4. ICLR 2026Uncertainty Estimation via Hyperspherical Confidence Mapping
  5. ICML 2026A Close Look at Negative Label Guided Out-of-distribution Detection in Pre-trained Vision-Language Models
  6. ICML 2026A Geometry-Based View of Mahalanobis OOD Detection
  7. ICML 2026An In-Depth Study on Deep Learning Model Cloning
  8. ICML 2026EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation
  9. ICML 2026ExpAlign: Expectation-Guided Vision–Language Alignment for Open-Vocabulary Grounding
  10. ICML 2026ForensicConcept: Transferable Forensic Concepts for AIGI Detection
  11. ICML 2026From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
  12. ICML 2026IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection
  13. ICML 2026Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
  14. ICML 2026Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
  15. ICML 2026Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection
  16. ICML 2026Names Don’t Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning
  17. ICML 2026Object-level Semantic and Spatial Distillation for Open Vocabulary Detection
  18. ICML 2026OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
  19. ICML 2026Open-Text Aerial Detection: A Unified Framework For Aerial Visual Grounding And Detection
  20. ICML 2026PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation
  21. ICML 2026Pix2Key: Controllable Open-Vocabulary Retrieval with Semantic Decomposition and Self-Supervised Visual Dictionary Learning
  22. ICML 2026Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling
  23. ICML 2026SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection
  24. ICML 2026Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning
  25. ICML 2026Source-Free Open-World RF Fingerprint Identification
  26. ICML 2026VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference
  27. NeurIPS 2026AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition
  28. NeurIPS 2026At FullTilt: Real-Time Open-Set 3D Macromolecule Detection Directly from Tilted 2D Projections
  29. NeurIPS 2026AWP: Activation-based Window Pruning for Gigapixel Object Detection
  30. NeurIPS 2026CompleteRXN: Toward Completing Open Chemical Reaction Databases
  31. NeurIPS 2026Component-Based Out-of-Distribution Detection
  32. NeurIPS 2026ConfDet: Learning Reliable Confidence for MLLM-based Detection
  33. NeurIPS 2026COVD: Continual Open-Vocabulary Object Detection with Novel Concept Injection
  34. NeurIPS 2026DIGS: Distribution-Informed Gaussian Splatting for Training-Free Open-Vocabulary 3D Segmentation
  35. NeurIPS 2026Dynamic Query as Budgeting for Tiny Object Detection
  36. NeurIPS 2026Efficient Multi-Source Prompt Adaptation for Cross-Domain Open-Vocabulary Learning
  37. NeurIPS 2026Forgery Evidence Peaks Mid-Stack: Forensic Evidence Relay for Multimodal Forgery Detection
  38. NeurIPS 2026FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale
  39. NeurIPS 2026HierRR: Enhancing Instruction Alignment in Open-Vocabulary Indoor Scene Synthesis via Agentic Hierarchical Reasoning and Reflection
  40. NeurIPS 2026How Complete Should a Reference Be? A Benchmark Audit for Fluorescence Spot Detection
  41. NeurIPS 2026iDETR: Implicit DETR for Tiny Object Detection
  42. NeurIPS 2026InCLAD: A Continual Learning Benchmark for Industrial Visual Anomaly Detection
  43. NeurIPS 2026Inertia-1: An Open Exploration of Wearable Motion Foundation Models
  44. NeurIPS 2026Learning Semantic Consistency for Open-Vocabulary Dense Perception
  45. NeurIPS 2026MSR-3D: Multi-Mode Semantic Representation for Open-Vocabulary 3D Scene Understanding
  46. NeurIPS 2026NavOCR: A Dataset Generator for Navigation-Relevant Text Detection in Mobile Robots
  47. NeurIPS 2026Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty
  48. NeurIPS 2026Open Vocabulary Domain Unlearning
  49. NeurIPS 2026Preference-Guided Adaptation for Open-Vocabulary Semantic Segmentation via Prompt Disagreement
  50. NeurIPS 2026RefineAny3D: Depth Refinement as Semantic Alignment for Monocular 3D 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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