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#computer vision Preprint Jun 2026

Chehre: An Emoji-Prompted Dataset to Explore Perceptual Flexibility in Video Language Models

Chehre, an emoji-prompted video dataset with a wide range of dynamic facial expressions for exploring perceptual variation, finds that persona prompting can act as a controllable way to shift model perception while helping models better capture the variation observed across human annotators.

Bita Azari, Zoe Stanley, Avneet Batra et al. · 0 citations
Clinical trial Open access Jul 2026

Optimizing treatment for depressed parents of children with emotional and behavioral disorders: A multi-site feasibility trial

It is concluded that an RCT of ADAPT to determine efficacy is warranted after it was found that recruitment was possible, the intervention showed high parental satisfaction, and facilitators reported high program fidelity.

Brendan F. Andrade, Sabrina Brodkin, Aliza Israel et al. · 0 citations

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