‪Shuman Peng‬ - ‪Google Scholar‬

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Co-authors

Martin EsterDistinguished Professor of Computer Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Hossein Sharifi-NoghabiMachine Learning Researcher, BorealisAIVerified email at borealisai.com

Shuman Peng

Shuman Peng

Simon Fraser University

Verified email at sfu.ca

Deep Learning Transfer Learning Meta-Learning Few-Shot Learning Model Calibration


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AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics HS Noghabi, S Peng, O Zolotareva, CC Collins, M Ester Bioinformatics 36 (Supplement_1), i380-i388, 2020	39	2020
Combining domain-specific meta-learners in the parameter space for cross-domain few-shot classification S Peng, W Song, M Ester arXiv preprint arXiv:2011.00179, 2020	7	2020
Better Calibration Error Estimation for Reliable Uncertainty Quantification S Peng, P Alamzadeh, M Ester ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023		2023
Adversarial Inductive Transfer Learning with input and output space adaptation H Sharifi-Noghabi, S Peng, O Zolotareva, CC Collins, M Ester		2019

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