Peng, Shuman

4 publications

NeurIPSW 2024 Improving OOD Generalization of Pre-Trained Encoders via Aligned Embedding-Space Ensembles Shuman Peng, Arash Khoeini, Sharan Vaswani, Martin Ester

NeurIPSW 2024 Improving OOD Generalization of Pre-Trained Encoders via Aligned Embedding-Space Ensembles Shuman Peng, Arash Khoeini, Sharan Vaswani, Martin Ester

NeurIPSW 2024 Informed Augmentation Selection Improves Tabular Contrastive Learning Arash Khoeini, Shuman Peng, Martin Ester

ICMLW 2023 Better Calibration Error Estimation for Reliable Uncertainty Quantification Shuman Peng, Parsa Alamzadeh, Martin Ester