A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships

1 code implementation • 27 Oct 2022 • Kexin Feng, Jacqueline B. Duong, Kayla E. Carta, Sierra Walters, Gayla Margolin, Adela C. Timmons, Theodora Chaspari

The proposed metric learning is based on a Siamese neural network (SNN) that learns the relative difference between pairs of samples from a target user and non-target users, thus being able to address the scarcity of labelled data from the target.

Domain Adaptation Metric Learning +1