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David A. Clifton

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Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing

Dec 31, 2023
Omid Rohanian, Mohammadmahdi Nouriborji, David A. Clifton

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RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model

Sep 02, 2023
Fengxiang Bie, Yibo Yang, Zhongzhu Zhou, Adam Ghanem, Minjia Zhang, Zhewei Yao, Xiaoxia Wu, Connor Holmes, Pareesa Golnari, David A. Clifton, Yuxiong He, Dacheng Tao, Shuaiwen Leon Song

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Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study

Jun 18, 2023
Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang

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A Brief Review of Hypernetworks in Deep Learning

Jun 12, 2023
Vinod Kumar Chauhan, Jiandong Zhou, Ping Lu, Soheila Molaei, David A. Clifton

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Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation

May 25, 2023
Vinod Kumar Chauhan, Jiandong Zhou, Soheila Molaei, Ghadeer Ghosheh, David A. Clifton

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Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention

May 05, 2023
Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A. Clifton

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ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation

Mar 11, 2023
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton

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Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Feb 28, 2023
Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton

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Lightweight Transformers for Clinical Natural Language Processing

Feb 09, 2023
Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, ISARIC Clinical Characterisation Group, Lei Clifton, Laura Merson, David A. Clifton

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Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective

Feb 07, 2023
Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, Xiaoran Zhang, Chen Feng, David A. Clifton, S Kevin Zhou, Lawrence Hamilton Staib, James S Duncan

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