Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models

1 code implementation • 13 Jan 2025 • Yongyu Mu, Hengyu Li, junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu

However, as demand for more complex and flexible image descriptions grows, enhancing comprehension of input text within the ICL paradigm remains a critical yet underexplored area.

In-Context Learning Text-to-Image Generation

Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

no code implementations • 2 Dec 2024 • Weiqiao Shan, Long Meng, Tong Zheng, Yingfeng Luo, Bei Li, junxin Wang, Tong Xiao, Jingbo Zhu

Large language models (LLMs) exhibit exceptional performance across various downstream tasks.