Search Results for author: Guisheng Liu

Found 3 papers, 0 papers with code

Text-to-Edit: Controllable End-to-End Video Ad Creation via Multimodal LLMs

no code implementations10 Jan 2025 Dabing Cheng, Haosen Zhan, Xingchen Zhao, Guisheng Liu, Zemin Li, Jinghui Xie, Zhao Song, Weiguo Feng, Bingyue Peng

The exponential growth of short-video content has ignited a surge in the necessity for efficient, automated solutions to video editing, with challenges arising from the need to understand videos and tailor the editing according to user requirements.

Video Editing

Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning

no code implementations10 Sep 2023 Guisheng Liu, Yi Li, Zhengcong Fei, Haiyan Fu, Xiangyang Luo, Yanqing Guo

While impressive performance has been achieved in image captioning, the limited diversity of the generated captions and the large parameter scale remain major barriers to the real-word application of these systems.

Denoising Diversity +1

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