Heather M. Joseph, M.D., Assistant Professor of Psychiatry and Pediatrics at the University of Pittsburgh and recipient of a BBRF 2021 Young Investigator Grant, will discuss early signs of emerging ADHD in infants and toddlers with a familial risk for the disorder in an upcoming BBRF-hosted webinar, “What Can Light Show Us About Brain Activity? Examining Early Neural and Behavioral Predictors of Childhood ADHD,” taking place on Tuesday, December 9, 2025, at 2:00 pm ET. The session will be hosted by Jeffrey Borenstein, M.D., President & CEO of the Brain & Behavior Research Foundation and host of the Emmy® nominated television series Healthy Minds.

Approximate unlearning removes irrelevant information from vision-language models (VLMs) while preserving performance. However, current approaches are based on class unlearning, which excludes domain-specific recognition and is insufficient for practical applications. Researchers from Tokyo University of Science and National Institute of Advanced Industrial Science and Technology have proposed approximate domain unlearning as a novel approach to differentiate between domains. This innovation outperforms state-of-the-art alternative tuning techniques for VLMs, paving the way for practical and fine-grained unlearning.