Zhuojun Cai — accepted AI-conference papers

2024

DEGAN: Discrimination Enhanced GAN for Perceptual-Oriented Super-Resolution

Xiaoyu Jin, Wenqi Huang, Lingyu Liang, Yang Wu, Qunsheng Zeng, Ruiye Zhou +3

ICASSP 2024accepted

Recent years, generative adversarial networks (GANs) have gained significant prominence in single image super-resolution (SISR) tasks. This can mainly be attributed to their exceptional ability to generate intricate details. However, the instability and lack of realism in the details generated by GA…

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2024

Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation

Yaoyuan Liang, Zhuojun Cai, Jian Xu, Guanbo Huang, Yiran Wang, Xiao Liang +4

NeurIPS 2024poster

The Multi-modal Large Language Model (MLLM) based Referring Expression Generation (REG) task has gained increasing popularity, which aims to generate an unambiguous text description that applies to exactly one object or region in the image by leveraging foundation models. We empirically found that t…

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