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Parameter-efficient fine-tuning of large-scale pre-trained language models
Ding, Ning, Qin, Yujia, Yang, Guang, Wei, Fuchao, Yang, Zonghan, Su, Yusheng, Hu, Shengding, Chen, Yulin, Chan, Chi-Min, Chen, Weize, Yi, Jing, Zhao, Weilin, Wang, Xiaozhi, Liu, Zhiyuan, Zheng, Hai-Tao, Chen, Jianfei, Liu, Yang, Tang, Jie, Li, Juanzi, Sun, Maosong
Published in Nature machine intelligence (01.03.2023)
Published in Nature machine intelligence (01.03.2023)
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Journal Article
Shortcut learning in deep neural networks
Geirhos, Robert, Jacobsen, Jörn-Henrik, Michaelis, Claudio, Zemel, Richard, Brendel, Wieland, Bethge, Matthias, Wichmann, Felix A.
Published in Nature machine intelligence (01.11.2020)
Published in Nature machine intelligence (01.11.2020)
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Journal Article
Augmenting large language models with chemistry tools
M. Bran, Andres, Cox, Sam, Schilter, Oliver, Baldassari, Carlo, White, Andrew D., Schwaller, Philippe
Published in Nature machine intelligence (01.05.2024)
Published in Nature machine intelligence (01.05.2024)
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Journal Article
From local explanations to global understanding with explainable AI for trees
Lundberg, Scott M., Erion, Gabriel, Chen, Hugh, DeGrave, Alex, Prutkin, Jordan M., Nair, Bala, Katz, Ronit, Himmelfarb, Jonathan, Bansal, Nisha, Lee, Su-In
Published in Nature machine intelligence (01.01.2020)
Published in Nature machine intelligence (01.01.2020)
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Journal Article
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
Roberts, Michael, Driggs, Derek, Thorpe, Matthew, Gilbey, Julian, Yeung, Michael, Ursprung, Stephan, Aviles-Rivero, Angelica I., Etmann, Christian, McCague, Cathal, Beer, Lucian, Weir-McCall, Jonathan R., Teng, Zhongzhao, Gkrania-Klotsas, Effrossyni, Rudd, James H. F., Sala, Evis, Schönlieb, Carola-Bibiane
Published in Nature machine intelligence (01.03.2021)
Published in Nature machine intelligence (01.03.2021)
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Journal Article
Geometry-enhanced molecular representation learning for property prediction
Fang, Xiaomin, Liu, Lihang, Lei, Jieqiong, He, Donglong, Zhang, Shanzhuo, Zhou, Jingbo, Wang, Fan, Wu, Hua, Wang, Haifeng
Published in Nature machine intelligence (01.02.2022)
Published in Nature machine intelligence (01.02.2022)
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Journal Article
Three types of incremental learning
van de Ven, Gido M., Tuytelaars, Tinne, Tolias, Andreas S.
Published in Nature machine intelligence (01.12.2022)
Published in Nature machine intelligence (01.12.2022)
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Journal Article
Defending ChatGPT against jailbreak attack via self-reminders
Xie, Yueqi, Yi, Jingwei, Shao, Jiawei, Curl, Justin, Lyu, Lingjuan, Chen, Qifeng, Xie, Xing, Wu, Fangzhao
Published in Nature machine intelligence (01.12.2023)
Published in Nature machine intelligence (01.12.2023)
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Journal Article
Drug discovery with explainable artificial intelligence
Jiménez-Luna, José, Grisoni, Francesca, Schneider, Gisbert
Published in Nature machine intelligence (01.10.2020)
Published in Nature machine intelligence (01.10.2020)
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Journal Article
Molecular contrastive learning of representations via graph neural networks
Wang, Yuyang, Wang, Jianren, Cao, Zhonglin, Barati Farimani, Amir
Published in Nature machine intelligence (01.03.2022)
Published in Nature machine intelligence (01.03.2022)
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Journal Article
An open source machine learning framework for efficient and transparent systematic reviews
van de Schoot, Rens, de Bruin, Jonathan, Schram, Raoul, Zahedi, Parisa, de Boer, Jan, Weijdema, Felix, Kramer, Bianca, Huijts, Martijn, Hoogerwerf, Maarten, Ferdinands, Gerbrich, Harkema, Albert, Willemsen, Joukje, Ma, Yongchao, Fang, Qixiang, Hindriks, Sybren, Tummers, Lars, Oberski, Daniel L.
Published in Nature machine intelligence (01.02.2021)
Published in Nature machine intelligence (01.02.2021)
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Journal Article
An interpretable mortality prediction model for COVID-19 patients
Yan, Li, Zhang, Hai-Tao, Goncalves, Jorge, Xiao, Yang, Wang, Maolin, Guo, Yuqi, Sun, Chuan, Tang, Xiuchuan, Jing, Liang, Zhang, Mingyang, Huang, Xiang, Xiao, Ying, Cao, Haosen, Chen, Yanyan, Ren, Tongxin, Wang, Fang, Xiao, Yaru, Huang, Sufang, Tan, Xi, Huang, Niannian, Jiao, Bo, Cheng, Cheng, Zhang, Yong, Luo, Ailin, Mombaerts, Laurent, Jin, Junyang, Cao, Zhiguo, Li, Shusheng, Xu, Hui, Yuan, Ye
Published in Nature machine intelligence (01.05.2020)
Published in Nature machine intelligence (01.05.2020)
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Journal Article
Secure, privacy-preserving and federated machine learning in medical imaging
Kaissis, Georgios A., Makowski, Marcus R., Rückert, Daniel, Braren, Rickmer F.
Published in Nature machine intelligence (01.06.2020)
Published in Nature machine intelligence (01.06.2020)
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Journal Article
Machine learning pipeline for battery state-of-health estimation
Roman, Darius, Saxena, Saurabh, Robu, Valentin, Pecht, Michael, Flynn, David
Published in Nature machine intelligence (01.05.2021)
Published in Nature machine intelligence (01.05.2021)
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Journal Article
Algorithms to estimate Shapley value feature attributions
Chen, Hugh, Covert, Ian C., Lundberg, Scott M., Lee, Su-In
Published in Nature machine intelligence (01.06.2023)
Published in Nature machine intelligence (01.06.2023)
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Journal Article