Search Results for author: Jiaju Chen

Found 3 papers, 0 papers with code

Benchmarking the Cell Image Segmentation Models Robustness under the Microscope Optical Aberrations

no code implementations12 Apr 2024 Boyuan Peng, Jiaju Chen, Qihui Ye, Minjiang Chen, Peiwu Qin, Chenggang Yan, Dongmei Yu, Zhenglin Chen

Overall, this research aims to guide researchers in effectively utilizing cell segmentation models in the presence of minor optical aberrations.

Benchmarking Cell Segmentation +4

FairytaleCQA: Integrating a Commonsense Knowledge Graph into Children's Storybook Narratives

no code implementations16 Nov 2023 Jiaju Chen, Yuxuan Lu, Shao Zhang, Bingsheng Yao, Yuanzhe Dong, Ying Xu, Yunyao Li, Qianwen Wang, Dakuo Wang, Yuling Sun

AI models (including LLM) often rely on narrative question-answering (QA) datasets to provide customized QA functionalities to support downstream children education applications; however, existing datasets only include QA pairs that are grounded within the given storybook content, but children can learn more when teachers refer the storybook content to real-world knowledge (e. g., commonsense knowledge).

Question Answering World Knowledge

Context-aware deep model compression for edge cloud computing

no code implementations International Conference on Distributed Computing Systems 2020 Lingdong Wang, Liyao Xiang, Jiayu Xu, Jiaju Chen, Xing Zhao, Dixi Yao, Xinbing Wang, Baochun Li

While deep neural networks (DNNs) have led to a paradigm shift, its exorbitant computational requirement has always been a roadblock in its deployment to the edge, such as wearable devices and smartphones.

Cloud Computing Image Classification +1

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