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 14 篇，第 1 / 1 页

1. ICLR 2024BatteryML: An Open-source Platform for Machine Learning on Battery Degradation
2. ICLR 2024CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
3. ICLR 2024ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
4. ICLR 2024DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
5. ICLR 2024DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
6. ICLR 2024FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
7. ICLR 2024How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
8. ICLR 2024INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
9. ICLR 2024Large-Vocabulary 3D Diffusion Model with Transformer
10. ICLR 2024LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors
11. ICLR 2024Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
12. ICLR 2024Out-of-Distribution Detection with Negative Prompts
13. ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
14. ICLR 2024The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models

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。