VLDadaptor: Domain Adaptive Object Detection with Vision-Language Model Distillation

IF 8.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Multimedia Pub Date : 2024-09-06 DOI:10.1109/tmm.2024.3453061
Junjie Ke, Lihuo He, Bo Han, Jie Li, Di Wang, Xinbo Gao
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VLDadaptor:通过视觉语言模型提炼实现领域自适应目标检测
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来源期刊
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia 工程技术-电信学
CiteScore
11.70
自引率
11.00%
发文量
576
审稿时长
5.5 months
期刊介绍: The IEEE Transactions on Multimedia delves into diverse aspects of multimedia technology and applications, covering circuits, networking, signal processing, systems, software, and systems integration. The scope aligns with the Fields of Interest of the sponsors, ensuring a comprehensive exploration of research in multimedia.
期刊最新文献
Deep Mutual Distillation for Unsupervised Domain Adaptation Person Re-identification Collaborative License Plate Recognition via Association Enhancement Network With Auxiliary Learning and a Unified Benchmark VLDadaptor: Domain Adaptive Object Detection with Vision-Language Model Distillation Camera-Incremental Object Re-Identification With Identity Knowledge Evolution Dual-View Data Hallucination With Semantic Relation Guidance for Few-Shot Image Recognition
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