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 144 篇,第 1 / 3 页
- CVPR 2024Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations
- CVPR 2024AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
- CVPR 2024Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection
- CVPR 2024AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents
- CVPR 2024Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features
- CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
- CVPR 2024CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
- CVPR 2024Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection
- CVPR 2024CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning
- CVPR 2024CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images
- CVPR 2024CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images
- CVPR 2024CORES: Convolutional Response-based Score for Out-of-distribution Detection
- CVPR 2024DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
- CVPR 2024Discriminability-Driven Channel Selection for Out-of-Distribution Detection
- CVPR 2024Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models
- CVPR 2024Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors
- CVPR 2024Enhancing the Power of OOD Detection via Sample-Aware Model Selection
- CVPR 2024Exploring Orthogonality in Open World Object Detection
- CVPR 2024Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection
- CVPR 2024Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection
- CVPR 2024FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders
- CVPR 2024From Coarse to Fine-Grained Open-Set Recognition
- CVPR 2024From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models
- CVPR 2024Generative Region-Language Pretraining for Open-Ended Object Detection
- CVPR 2024GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields
- CVPR 2024Hyperbolic Anomaly Detection
- CVPR 2024Hyperbolic Learning with Synthetic Captions for Open-World Detection
- CVPR 2024Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation
- CVPR 2024InstaGen: Enhancing Object Detection by Training on Synthetic Dataset
- CVPR 2024LaneCPP: Continuous 3D Lane Detection using Physical Priors
- CVPR 2024Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding
- CVPR 2024Language-conditioned Detection Transformer
- CVPR 2024Language-driven Grasp Detection
- CVPR 2024Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection
- CVPR 2024Learning Object State Changes in Videos: An Open-World Perspective
- CVPR 2024Learning Occupancy for Monocular 3D Object Detection
- CVPR 2024Learning Transferable Negative Prompts for Out-of-Distribution Detection
- CVPR 2024MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation
- CVPR 2024MonoCD: Monocular 3D Object Detection with Complementary Depths
- CVPR 2024MuGE: Multiple Granularity Edge Detection
- CVPR 2024OMG: Towards Open-vocabulary Motion Generation via Mixture of Controllers
- CVPR 2024Open Vocabulary Semantic Scene Sketch Understanding
- CVPR 2024Open-Vocabulary 3D Semantic Segmentation with Foundation Models
- CVPR 2024Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
- CVPR 2024Open-Vocabulary Object 6D Pose Estimation
- CVPR 2024Open-Vocabulary Segmentation with Semantic-Assisted Calibration
- CVPR 2024Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
- CVPR 2024Open-Vocabulary Video Anomaly Detection
- CVPR 2024Open-World Human-Object Interaction Detection via Multi-modal Prompts
- CVPR 2024Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance
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。