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 24 篇，第 1 / 1 页

1. ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
2. ICLR 2025A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
3. ICLR 2025A Statistical Approach for Controlled Training Data Detection
4. ICLR 2025Black-Box Detection of Language Model Watermarks
5. ICLR 2025Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations
6. ICLR 2025Cut Your Losses in Large-Vocabulary Language Models
7. ICLR 2025Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
8. ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
9. ICLR 2025Fitting Networks with a Cancellation Trick
10. ICLR 2025Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
11. ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
12. ICLR 2025Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
13. ICLR 2025OLMoE: Open Mixture-of-Experts Language Models
14. ICLR 2025Open-Set Graph Anomaly Detection via Normal Structure Regularisation
15. ICLR 2025Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
16. ICLR 2025Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
17. ICLR 2025OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
18. ICLR 2025PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
19. ICLR 2025Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
20. ICLR 2025Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
21. ICLR 2025Revisit the Open Nature of Open Vocabulary Semantic Segmentation
22. ICLR 2025SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
23. ICLR 2025TDDBench: A Benchmark for Training data detection
24. ICLR 2025TimeInf: Time Series Data Contribution via Influence Functions

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。