52 citations · 52 across the 2 of their papers we have counts for
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cs.LG2026
ProtoSSL: Self-Supervised Pretraining and Downstream Transfer for Projection-Based Prototype Models
Steven Song, Sahil Sethi, Brett Beaulieu-Jones +1
In domains where both predictive performance and interpretability are essential, deep neural networks achieve strong results but provide limited insight into how their predictions…
cs.LG2021★ 52 cited
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling
Nathaniel Diamant, Erik Reinertsen, Steven Song +3
Supervised machine learning applications in health care are often limited due to a scarcity of labeled training data. To mitigate this effect of small sample size, we introduce a p…