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Shuman Peng
Simon Fraser University - Burnaby / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 5549347
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Shuman Peng's MOST POPULAR ARTICLES
1-)
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomicsHS Noghabi, S Peng, O Zolotareva, CC Collins, M EsterBioinformatics 36 (Supplement_1), i380-i388, 2020422020
2-)
Combining domain-specific meta-learners in the parameter space for cross-domain few-shot classificationS Peng, W Song, M EsterarXiv preprint arXiv:2011.00179, 202072020
3-)
Informed Augmentation Selection Improves Tabular Contrastive LearningA Khoeini, S Peng, M EsterNeurIPS 2024 Workshop: Self-Supervised Learning-Theory and Practice, 20242024
4-)
Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space EnsemblesS Peng, A Khoeini, S Vaswani, M EsterUniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 20242024
5-)
Better Calibration Error Estimation for Reliable Uncertainty QuantificationS Peng, P Alamzadeh, M EsterICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 20232023
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