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 111 篇，第 1 / 3 页

1. CVPR 20233D Video Object Detection With Learnable Object-Centric Global Optimization
2. CVPR 2023Aligning Bag of Regions for Open-Vocabulary Object Detection
3. CVPR 2023Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection
4. CVPR 2023Annealing-Based Label-Transfer Learning for Open World Object Detection
5. CVPR 2023Balanced Energy Regularization Loss for Out-of-Distribution Detection
6. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
7. CVPR 2023BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-Points
8. CVPR 2023BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
9. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
10. CVPR 2023Box-Level Active Detection
11. CVPR 2023CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
12. CVPR 2023CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
13. CVPR 2023Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking
14. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
15. CVPR 2023Continuous Landmark Detection With 3D Queries
16. CVPR 2023CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
17. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection
18. CVPR 2023DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
19. CVPR 2023Detecting Everything in the Open World: Towards Universal Object Detection
20. CVPR 2023Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
21. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
22. CVPR 2023Diversity-Measurable Anomaly Detection
23. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
24. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
25. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
26. CVPR 2023FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
27. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
28. CVPR 2023Glocal Energy-Based Learning for Few-Shot Open-Set Recognition
29. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
30. CVPR 2023Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
31. CVPR 2023Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision
32. CVPR 2023Learning To Detect and Segment for Open Vocabulary Object Detection
33. CVPR 2023Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space
34. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object Detection
35. CVPR 2023LINe: Out-of-Distribution Detection by Leveraging Important Neurons
36. CVPR 2023LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
37. CVPR 2023Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations
38. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
39. CVPR 2023Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
40. CVPR 2023OcTr: Octree-Based Transformer for 3D Object Detection
41. CVPR 2023Open Set Action Recognition via Multi-Label Evidential Learning
42. CVPR 2023Open Vocabulary Semantic Segmentation With Patch Aligned Contrastive Learning
43. CVPR 2023Open-Set Likelihood Maximization for Few-Shot Learning
44. CVPR 2023Open-Vocabulary Attribute Detection
45. CVPR 2023Open-Vocabulary Panoptic Segmentation With Text-to-Image Diffusion Models
46. CVPR 2023Open-Vocabulary Point-Cloud Object Detection Without 3D Annotation
47. CVPR 2023Open-Vocabulary Semantic Segmentation With Mask-Adapted CLIP
48. CVPR 2023OpenMix: Exploring Outlier Samples for Misclassification Detection
49. CVPR 2023OpenScene: 3D Scene Understanding With Open Vocabularies
50. CVPR 2023OvarNet: Towards Open-Vocabulary Object Attribute Recognition

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。