AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics. - Hossein Sharifi-Noghabi; Shuman Peng; Olga I. Zolotareva; Colin C. Collins; Martin Ester (Bioinform., 2020)

Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification. - Shuman Peng; Weilian Song; Martin Ester (CoRR, 2020)

Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles. - Shuman Peng; Arash Khoeini; Sharan Vaswani; Martin Ester (CoRR, 2024)

Informed Augmentation Selection Improves Tabular Contrastive Learning. - Arash Khoeini; Shuman Peng; Martin Ester (PAKDD (1), 2025)