开放词汇检测论文趋势 2023–2026

主要结论

• 开放词汇检测论文从 2023 年的 111 篇增长到 2026 年的 168 篇，三年间扩大到约 1.5 倍。
• CVPR 是发开放词汇检测论文最多的会议，2023–2026 年共 294 篇，占四个会议总量的 51%。
• 交叉方向里涨得最快的是开放域问答：同时属于两个主题的论文从 2023 年的 8 篇增至 2026 年的 22 篇。
• 在「开放词汇视觉」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的视觉定位是 4.3 倍，开放词汇检测是 1.5 倍。

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

• NeurIPS 2026At FullTilt: Real-Time Open-Set 3D Macromolecule Detection Directly from Tilted 2D Projections
• ICML 2026An In-Depth Study on Deep Learning Model Cloning
• ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
• CVPR 2026ANTS Adaptive Negative Textual Space Shaping for OOD Detection via
• NeurIPS 2025Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
• ICML 2025Position: We Can’t Understand AI Using our Existing Vocabulary
• ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
• CVPR 2025Anomize: Better Open Vocabulary Video Anomaly Detection
• NeurIPS 2024DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
• ICML 2024Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning
• ICLR 2024FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
• CVPR 2024DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
• NeurIPS 2023AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation
• ICML 2023Internet Explorer: Targeted Representation Learning on the Open Web
• ICLR 2023Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data
• CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
• NeurIPS 2026CompleteRXN: Toward Completing Open Chemical Reaction Databases
• ICML 2026Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
• ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
• CVPR 2026Bypassing the Transport Plan Dynamic Reweighting for Out-of-Distribution Detection with

全部开放词汇检测论文

共 22 篇，第 1 / 1 页

1. ICLR 2026APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
2. ICLR 2026Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
3. ICLR 2026Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
4. ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
5. ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
6. ICLR 2026Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
7. ICLR 2026EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
8. ICLR 2026Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
9. ICLR 2026Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
10. ICLR 2026Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
11. ICLR 2026GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation
12. ICLR 2026Language-guided Open-world Video Anomaly Detection under Weak Supervision
13. ICLR 2026LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
14. ICLR 2026Lossless Vocabulary Reduction for Auto-Regressive Language Models
15. ICLR 2026OVID: Open-Vocabulary Intrusion Detection
16. ICLR 2026OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
17. ICLR 2026Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
18. ICLR 2026Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
19. ICLR 2026SAM 3: Segment Anything with Concepts
20. ICLR 2026Segment Any Events with Language
21. ICLR 2026TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
22. ICLR 2026Uncertainty Estimation via Hyperspherical Confidence Mapping

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。