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 41 篇，第 1 / 1 页

1. NeurIPS 2025Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
2. NeurIPS 2025Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
3. NeurIPS 2025Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT
4. NeurIPS 2025COS3D: Collaborative Open-Vocabulary 3D Segmentation
5. NeurIPS 2025CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
6. NeurIPS 2025DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection
7. NeurIPS 2025DOVTrack: Data-Efficient Open-Vocabulary Tracking
8. NeurIPS 2025Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training
9. NeurIPS 2025FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies
10. NeurIPS 2025FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies
11. NeurIPS 2025FlexOLMo: Open Language Models for Flexible Data Use
12. NeurIPS 2025GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection
13. NeurIPS 2025Interaction-Centric Knowledge Infusion and Transfer for Open Vocabulary Scene Graph Generation
14. NeurIPS 2025Knowledge Distillation Detection for Open-weights Models
15. NeurIPS 2025LabelAny3D: Label Any Object 3D in the Wild
16. NeurIPS 2025LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation
17. NeurIPS 2025Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
18. NeurIPS 2025Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
19. NeurIPS 2025Normal-Abnormal Guided Generalist Anomaly Detection
20. NeurIPS 2025On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
21. NeurIPS 2025OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language Models
22. NeurIPS 2025Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
23. NeurIPS 2025Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
24. NeurIPS 2025OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection
25. NeurIPS 2025OpenBox: Annotate Any Bounding Boxes in 3D
26. NeurIPS 2025OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
27. NeurIPS 2025OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations
28. NeurIPS 2025OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information
29. NeurIPS 2025OVS Meets Continual Learning: Towards Sustainable Open-Vocabulary Segmentation
30. NeurIPS 2025PHANTOM: A Benchmark for Hallucination Detection in Financial Long-Context QA
31. NeurIPS 2025PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
32. NeurIPS 2025Rethinking Evaluation of Infrared Small Target Detection
33. NeurIPS 2025Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
34. NeurIPS 2025Seg4Diff: Unveiling Open-Vocabulary Semantic Segmentation in Text-to-Image Diffusion Transformers
35. NeurIPS 2025Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting
36. NeurIPS 2025Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
37. NeurIPS 2025Towards 3D Objectness Learning in an Open World
38. NeurIPS 2025UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
39. NeurIPS 2025VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion
40. NeurIPS 2025Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding
41. NeurIPS 2025X-Mahalanobis: Transformer Feature Mixing for Reliable 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。