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Grounded Situation Recognition
TLDR
A Joint Situation Localizer is proposed and it is found that jointly predicting situations and groundings with end-to-end training handily outperforms independent training on the entire grounding metric suite with relative gains between 8% and 32%.
Adolescents' Use of Digital Technologies and Preferences for Mobile Health Coaching in Public Mental Health Settings
TLDR
Adolescents receiving public mental health services in this study had access to smartphones and were frequent social media users, suggesting that digital health interventions to promote health and wellness among adolescents may be scalable in community mental health settings.
Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game
TLDR
This work is the first to show that embodied adversarial reinforcement learning agents playing cache, a variant of hide-and-seek, in a high fidelity, interactive, environment, learn representations of their observations encoding information such as occlusion, object permanence, free space, and containment.
Evaluating agency-led adaptions to an evidence-based lifestyle intervention for adults with serious mental illness
TLDR
It is suggested that adaptations, including those that are fidelity-inconsistent, can be positively associated with improved participant outcomes when they provide a potential practical advantage while maintaining the core function of the intervention.
Does Self-Efficacy Predict Functioning in Older Adults with Schizophrenia? A Cross-Sectional and Longitudinal Mediation Analysis
TLDR
Direct and indirect effects of self-efficacy and negative symptoms should be intervention targets to improve functional difficulties in older adults with schizophrenia.
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