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 38 篇，第 1 / 1 页

1. NeurIPS 2024A Siamese Transformer with Hierarchical Refinement for Lane Detection
2. NeurIPS 2024Breaking Semantic Artifacts for Generalized AI-generated Image Detection
3. NeurIPS 2024Community Detection Guarantees using Embeddings Learned by Node2Vec
4. NeurIPS 2024ConStat: Performance-Based Contamination Detection in Large Language Models
5. NeurIPS 2024CountGD: Multi-Modal Open-World Counting
6. NeurIPS 2024DALD: Improving Logits-based Detector without Logits from Black-box LLMs
7. NeurIPS 2024Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
8. NeurIPS 2024DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
9. NeurIPS 2024EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
10. NeurIPS 2024Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
11. NeurIPS 2024FlexCap: Describe Anything in Images in Controllable Detail
12. NeurIPS 2024FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
13. NeurIPS 2024GFT: Graph Foundation Model with Transferable Tree Vocabulary
14. NeurIPS 2024HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
15. NeurIPS 2024Image Copy Detection for Diffusion Models
16. NeurIPS 2024ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
17. NeurIPS 2024Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
18. NeurIPS 2024Open-Vocabulary Object Detection via Language Hierarchy
19. NeurIPS 2024OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
20. NeurIPS 2024Out-Of-Distribution Detection with Diversification (Provably)
21. NeurIPS 2024OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking
22. NeurIPS 2024Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
23. NeurIPS 2024Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
24. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
25. NeurIPS 2024SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
26. NeurIPS 2024TAPTRv2: Attention-based Position Update Improves Tracking Any Point
27. NeurIPS 2024The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
28. NeurIPS 2024The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
29. NeurIPS 2024Towards Comprehensive Detection of Chinese Harmful Memes
30. NeurIPS 2024Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
31. NeurIPS 2024Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
32. NeurIPS 2024Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
33. NeurIPS 2024Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
34. NeurIPS 2024UMB: Understanding Model Behavior for Open-World Object Detection
35. NeurIPS 2024Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
36. NeurIPS 2024Unsupervised Object Detection with Theoretical Guarantees
37. NeurIPS 2024WeiPer: OOD Detection using Weight Perturbations of Class Projections
38. NeurIPS 2024What If the Input is Expanded in OOD Detection?

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。