Publications
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Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning
We introduce Hybrid Consistency Training to jointly leverage interpolation consistency, including interpolating hidden features, that imposes linear behavior locally and data augmentation consistency that learns robust embeddings against sample variations.
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Virally-induced expression of GABAA receptor Ī“ subunits following their pathological loss reveals their role in regulating GABAA receptor assemblyĀ
Abstract Decreased expression of the Ī“ subunit of the GABAA receptor (GABAAR) has been found in the dentate gyrus in several animal models of epilepsy and other disorders with increased…
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Interestingness Elements for Explainable Reinforcement Learning: Understanding Agentsā Capabilities and Limitations
We propose an explainable reinforcement learning (XRL) framework that analyzes an agentās history of interaction with the environment to extract interestingness elements that explain its behavior.
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Deductive Synthesis of the Unification Algorithm: The Automation of Introspection
We are working to create the first automatic deductive synthesis of a unification algorithm. The program is extracted from a proof of the existence of an output substitution that satisfies…
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Continuous Improvement in Education: A Toolkit for Schools and Districts
Toolkit designed to help school- and district-based practitioners engage in a continuous improvement effort.
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Improving Implementation of Programs and Practices for Children with Disabilities
This report synthesizes findings of the Model Demonstration Coordination Center, funded by the U.S. Department of Education, Office of Special Education Programs from 2005 to 2015.
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Serum Biomarkers Reveal Long-term Cardiac Injury in Isoproterenol-treated African Green Monkeys
In this study, we have used filter-aided sample preparation (FASP) and tandem mass tag (TMT) labeling to investigate serum protein alterations in isoproterenol-treated African green monkeys.
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Safety and Pharmacokinetic of Single Dose Novel Oral Androgen 11Ī²-Methyl-19-Nortestosterone-17Ī²-dodecylcarbonate in Men
The active drug 11Ī²-MNT has androgenic and progestational activity, rapidly suppresses serum testosterone, and is a promising candidate for an effective once-daily oral male hormonal contraceptive.
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How the COVIDā19 Pandemic Has Changed Our Lives: A Study of Psychological Correlates Across 59 Countries
This study examined the impact of the COVID-19 pandemic and subsequent social restrictions or quarantines on the mental health of the global adult population.
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RGB2LIDAR: Towards Solving Large-Scale Cross-Modal Visual Localization
We study an important, yet largely unexplored problem of large-scale cross-modal visual localization by matching ground RGB images to a geo-referenced aerial LIDAR 3D point cloud.
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Effects of forehead cooling and supportive care on menopause-related sleep difficulties, hot flashes and menopausal symptoms: A pilot study
This pilot study explored the efficacy of a novel forehead cooling device for perceived sleep difficulties and hot flashes in menopausal-age women.
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Shining a Light on Algebra I Access and Success: Embracing Equity at All Levels
This REL Appalachia blog summarizes a recent IES report, examining Algebra I course taking pathways and outcomes based on studentsā performance on Virginiaās grade 5 statewide math test.