Search Results for author: Weiwei Tian

Found 3 papers, 3 papers with code

Open-Set Image Tagging with Multi-Grained Text Supervision

2 code implementations • 23 Oct 2023 • Xinyu Huang, Yi-Jie Huang, Youcai Zhang, Weiwei Tian, Rui Feng, Yuejie Zhang, Yanchun Xie, Yaqian Li, Lei Zhang

Specifically, for predefined commonly used tag categories, RAM++ showcases 10. 2 mAP and 15. 4 mAP enhancements over CLIP on OpenImages and ImageNet.

Human-Object Interaction Detection Open Set Learning +1

2,412

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Tag2Text: Guiding Vision-Language Model via Image Tagging

2 code implementations • 10 Mar 2023 • Xinyu Huang, Youcai Zhang, Jinyu Ma, Weiwei Tian, Rui Feng, Yuejie Zhang, Yaqian Li, Yandong Guo, Lei Zhang

This paper presents Tag2Text, a vision language pre-training (VLP) framework, which introduces image tagging into vision-language models to guide the learning of visual-linguistic features.

Language Modelling TAG

2,412

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IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-training

1 code implementation • 12 Jul 2022 • Xinyu Huang, Youcai Zhang, Ying Cheng, Weiwei Tian, RuiWei Zhao, Rui Feng, Yuejie Zhang, Yaqian Li, Yandong Guo, Xiaobo Zhang

However, the image-text pairs co-occurrent on the Internet typically lack explicit alignment information, which is suboptimal for VLP.

Multi-Label Learning Object +1

Paper
Code

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