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Guocheng Chen

2 accepted papers

2025

A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation

Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu, Tong Xiao +2
ICASSP 2025accepted

Simultaneous Speech Translation (SimulST) involves generating target language text while continuously processing streaming speech input, presenting significant real-time challenges. Multi-task learning is often employed to enhance SimulST performance but introduces optimization conflicts between pri…

Cited by 0Source ↗Scholar ↗
2025

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

Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo +4
ICASSP 2025accepted

Previous work on augmenting large multimodal models (LMMs) for text-to-image (T2I) generation has focused on enriching the input space of in-context learning (ICL). This includes providing a few demonstrations and optimizing image descriptions to be more detailed and logical. However, as demand for…

Cited by 0Source ↗Scholar ↗