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Generalizable Sample-Efficient Siamese Autoencoder for Tinnitus Diagnosis in Listeners With Subjective Tinnitus
Liu, Zhe, Yao, Lina, Wang, Xianzhi, Monaghan, Jessica J. M., Schaette, Roland, He, Zihuai, McAlpine, David
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
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Learning on sample-efficient and label-efficient multi-view cardiac data with graph transformer
Wang, Lujing, Ma, Yunting, Zhang, Wanqiu, Zhao, Xiaoying, Zhao, Xinxiang
Published in Pattern recognition letters (01.04.2024)
Published in Pattern recognition letters (01.04.2024)
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Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment
Thual, Alexis, Benchetrit, Yohann, Geilert, Félix, Rapin, Jérémy, Makarov, Iurii, Dehaene, Stanislas, Thirion, Bertrand, Banville, Hubert, King, Jean-Rémi
Published in Transactions on Machine Learning Research Journal (01.05.2025)
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Published in Transactions on Machine Learning Research Journal (01.05.2025)
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Towards Sample-efficient Overparameterized Meta-learning
Sun, Yue, Narang, Adhyyan, Gulluk, Halil Ibrahim, Oymak, Samet, Fazel, Maryam
Year of Publication 16.01.2022
Year of Publication 16.01.2022
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Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information
Efroni, Yonathan, Foster, Dylan J, Misra, Dipendra, Krishnamurthy, Akshay, Langford, John
Year of Publication 09.06.2022
Year of Publication 09.06.2022
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Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
Lu, Chaochao, Huang, Biwei, Wang, Ke, Hernández-Lobato, José Miguel, Zhang, Kun, Schölkopf, Bernhard
Year of Publication 16.12.2020
Year of Publication 16.12.2020
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Sample-Efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
Hoffman, Samuel C, Chenthamarakshan, Vijil, Zubarev, Dmitry Yu, Sanders, Daniel P, Das, Payel
Year of Publication 02.12.2021
Year of Publication 02.12.2021
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Towards Sample-efficient Overparameterized Meta-learning
Sun, Yue, Narang, Adhyyan, Halil Ibrahim Gulluk, Samet Oymak, Fazel, Maryam
Published in arXiv.org (16.01.2022)
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Published in arXiv.org (16.01.2022)
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Task Programming: Learning Data Efficient Behavior Representations
Sun, Jennifer J., Kennedy, Ann, Zhan, Eric, Anderson, David J., Yue, Yisong, Perona, Pietro
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2021)
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Human-in-the-loop Bayesian optimization of wearable device parameters
Kim, Myunghee, Ding, Ye, Malcolm, Philippe, Speeckaert, Jozefien, Siviy, Christoper J., Walsh, Conor J., Kuindersma, Scott
Published in PloS one (19.09.2017)
Published in PloS one (19.09.2017)
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Learning assistive strategies for exoskeleton robots from user-robot physical interaction
Hamaya, Masashi, Matsubara, Takamitsu, Noda, Tomoyuki, Teramae, Tatsuya, Morimoto, Jun
Published in Pattern recognition letters (01.11.2017)
Published in Pattern recognition letters (01.11.2017)
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