Jiya Saiyin — accepted AI-conference papers

2025

Visual Textualization for Image Prompted Object Detection

Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Yan Xu

ICCV 2025poster

We propose VisTex-OVLM, a novel image prompted object detection method that introduces visual textualization ---- a process that projects a few visual exemplars into the text feature space to enhance Object-level Vision-Language Models' (OVLMs) capability in detecting rare categories that are diffic…

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2024

SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models

Yang Zhou*, Yongjian Wu, Jiya Saiyin, Bingzheng Wei, Maode Lai, Eric I Chang +1

ECCV 2024poster

"Prompt tuning methods have achieved remarkable success in parameter-efficient fine-tuning on large pre-trained models. However, their application to dual-modal fusion-based visual-language pre-trained models (VLPMs), such as GLIP, has encountered issues. Existing prompt tuning methods have not effe…

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