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 154 篇,第 2 / 4 页
- CVPR 2025RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
- CVPR 2025ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning
- CVPR 2025Reconstructing In-the-Wild Open-Vocabulary Human-Object Interactions
- CVPR 2025Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport
- CVPR 2025RelationField: Relate Anything in Radiance Fields
- CVPR 2025RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
- CVPR 2025ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models
- CVPR 2025ScaleLSD: Scalable Deep Line Segment Detection Streamlined
- CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
- CVPR 2025Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis
- CVPR 2025SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding
- CVPR 2025SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
- CVPR 2025Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
- CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
- CVPR 2025SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection
- CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
- CVPR 2025Solving Instance Detection from an Open-World Perspective
- CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
- CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
- CVPR 2025Towards Generalizable Scene Change Detection
- CVPR 2025Towards Open-Vocabulary Audio-Visual Event Localization
- CVPR 2025Towards RAW Object Detection in Diverse Conditions
- CVPR 2025UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
- CVPR 2025Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
- CVPR 2025ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network
- ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
- ICLR 2025A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
- ICLR 2025A Statistical Approach for Controlled Training Data Detection
- ICLR 2025Black-Box Detection of Language Model Watermarks
- ICLR 2025Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations
- ICLR 2025Cut Your Losses in Large-Vocabulary Language Models
- ICLR 2025Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
- ICLR 2025econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
- ICLR 2025Fitting Networks with a Cancellation Trick
- ICLR 2025Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
- ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
- ICLR 2025Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
- ICLR 2025OLMoE: Open Mixture-of-Experts Language Models
- ICLR 2025Open-Set Graph Anomaly Detection via Normal Structure Regularisation
- ICLR 2025Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
- ICLR 2025Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
- ICLR 2025OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
- ICLR 2025PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
- ICLR 2025Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
- ICLR 2025Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
- ICLR 2025Revisit the Open Nature of Open Vocabulary Semantic Segmentation
- ICLR 2025SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
- ICLR 2025TDDBench: A Benchmark for Training data detection
- ICLR 2025TimeInf: Time Series Data Contribution via Influence Functions
- ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
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。