Search Results for author: Xiangyan Qu

Found 2 papers, 2 papers with code

Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service

1 code implementation10 Nov 2023 Yuanmin Tang, Jing Yu, Keke Gai, Xiangyan Qu, Yue Hu, Gang Xiong, Qi Wu

Our extensive experiments on various datasets indicate that the proposed watermarking approach is effective and safe for verifying the copyright of VLPs for multi-modal EaaS and robust against model extraction attacks.

Model extraction

Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment

1 code implementation27 Aug 2023 Jiamin Zhuang, Jing Yu, Yang Ding, Xiangyan Qu, Yue Hu

Image-text retrieval requires the system to bridge the heterogenous gap between vision and language for accurate retrieval while keeping the network lightweight-enough for efficient retrieval.

Contrastive Learning Retrieval +1

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