2 citations · 2 across the 3 of their papers we have counts for
4 papers
Understanding Unified VLMs: From Attention Probing to Guidance Tuning for Multimodal Generation
Zhengyang Luo, Xiaoyu Qiu, Zhiheng Tan +3
Unified vision-language models (VLMs) perform both text-to-image (T2I) and image-to-text (I2T) generation with one shared Transformer backbone, yet how the backbone processes the c…
Progressive Multi-modal Conditional Prompt Tuning
Xiaoyu Qiu, Hao Feng, Yuechen Wang +2
Pre-trained vision-language models (VLMs) have shown remarkable generalization capabilities via prompting, which leverages VLMs as knowledge bases to extract information beneficial…
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator
Xiaoyu Qiu, Yuechen Wang, Jiaxin Shi +2
Based on multilingual pre-trained models, cross-lingual transfer with prompt learning has shown promising effectiveness, where soft prompt learned in a source language is transferr…
Learning Transferable Pedestrian Representation from Multimodal Information Supervision
Liping Bao, Longhui Wei, Xiaoyu Qiu +3
Recent researches on unsupervised person re-identification~(reID) have demonstrated that pre-training on unlabeled person images achieves superior performance on downstream reID ta…