开放词汇检测论文趋势 2023–2026
OV 检测
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 577 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 24 | 16 | 10 | 61 | 111 |
| 2024 | 38 | 14 | 16 | 76 | 144 |
| 2025 | 41 | 24 | 14 | 75 | 154 |
| 2026 | 42 | 22 | 22 | 82 | 168 |
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 168 篇，第 4 / 4 页
- NeurIPS 2026RelGS: Relation-Aware Gaussian Splatting for Open-Vocabulary 3D Scene Understanding
- NeurIPS 2026Rethinking Geometric Depth in Monocular 3D Object Detection: A Projection-Consistent Reformulation
- NeurIPS 2026Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm
- NeurIPS 2026RETR: A Structure-Preserving RGB-Event Transformer for Robust 3D Lane Detection
- NeurIPS 2026ROAD: Rule-Grounded Context-Aware Open-World Driver Anomaly Detection
- NeurIPS 2026Scalable Token-Level Hallucination Detection in Large Language Models
- NeurIPS 2026Stability-Weighted Direction Regularization Disentangles Generator Shortcuts from Detection Signal
- NeurIPS 2026StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
- NeurIPS 2026Stranger Things: When Objects Appear Without Their Typical Neighbours
- NeurIPS 2026Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
- NeurIPS 2026Surprisingly consistent failures of post-hoc OOD detectors reveal security concerns in open-set recognition with modern CNNs and ViTs, stemming from representation mismatch
- NeurIPS 2026TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition
- NeurIPS 2026TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
- NeurIPS 2026Towards Unified Dynamic Face Landmark Detection
- NeurIPS 2026Training-Free Open World Object Detection
- NeurIPS 2026When the Same Coefficients Reach Different Places: Asymmetric Realizability in Transplanting Tokenizers across Large Language Models
- NeurIPS 2026WildBox: A Dataset and Benchmark for Aerial Monocular 3D Detection of African Savanna Wildlife
- NeurIPS 2026Witness Overlap: Directional Provenance Inside Open-Weight Model Families
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查开放词汇检测在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "open-vocabulary-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。