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The opportunities and risks of large language models in mental health
Especially critical is ensuring that mental health LLMs are fine-tuned for mental health, enhance mental health equity, adhere to ethical standards, and that people, including those with lived experience with mental health concerns, are involved in all stages from development through deployment.
No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective
We propose a novel formulation of the triplet objective function that improves metric learning without additional sample mining or overhead costs.
Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam
We present a simple, low-cost method for measuring multiple physiological parameters using a basic webcam.
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