Search Results for author: Yunyi Xuan

Found 2 papers, 1 papers with code

Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification

no code implementations • 21 Jul 2024 • Yunyi Xuan, WeiJie Chen, Shicai Yang, Di Xie, Luojun Lin, Yueting Zhuang

In this paper, we discuss the extension of DFKD to Vision-Language Foundation Models without access to the billion-level image-text datasets.

Data-free Knowledge Distillation Image Generation +1

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Label Matching Semi-Supervised Object Detection

3 code implementations • CVPR 2022 • Binbin Chen, WeiJie Chen, Shicai Yang, Yunyi Xuan, Jie Song, Di Xie, ShiLiang Pu, Mingli Song, Yueting Zhuang

To remedy this issue, we present a novel label assignment mechanism for self-training framework, namely proposal self-assignment, which injects the proposals from student into teacher and generates accurate pseudo labels to match each proposal in the student model accordingly.

Object object-detection +2

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