1 code implementation • 29 Jul 2024 • Xingchen Zeng, Haichuan Lin, Yilin Ye, Wei Zeng
To fill the gap, we propose a visualization-referenced instruction tuning approach to guide the training dataset enhancement and model development.
1 code implementation • 17 Jul 2024 • Yilin Ye, Shishi Xiao, Xingchen Zeng, Wei Zeng
Multi-modal embeddings form the foundation for vision-language models, such as CLIP embeddings, the most widely used text-image embeddings.
no code implementations • 28 Apr 2024 • Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
From a technical perspective, this paper looks back on previous visualization studies leveraging GenAI and discusses the challenges and opportunities for future research.
no code implementations • 4 Dec 2023 • Yilin Ye, Qian Zhu, Shishi Xiao, Kang Zhang, Wei Zeng
Moreover, the intent expansion framework enables users to perform flexible contextualized interactions with the search results to further specify or adjust their detailed search intents iteratively.
1 code implementation • 19 Jul 2023 • Jianing Hao, Qing Shi, Yilin Ye, Wei Zeng
Deep learning (DL) approaches are being increasingly used for time-series forecasting, with many efforts devoted to designing complex DL models.
1 code implementation • 28 Apr 2023 • Shishi Xiao, Suizi Huang, Yue Lin, Yilin Ye, Wei Zeng
Pictorial visualization seamlessly integrates data and semantic context into visual representation, conveying complex information in a manner that is both engaging and informative.
1 code implementation • 17 Apr 2023 • Yilin Ye, Rong Huang, Kang Zhang, Wei Zeng
The recent advances of AI technology, particularly in AI-Generated Content (AIGC), have enabled everyone to easily generate beautiful paintings with simple text description.