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Regularization Technique for Training Vision Transformers
Transformers were originally designed for natural language processing but their application to other domains is rapidly gaining traction. In computer vision, convolution neural networks (CNNs) are the traditional choice of deep learning framework for image recognition tasks. Recently, Vision Transformers (ViTs) have been created a new benchmark by...
Published: 2/13/2024   |   Inventor(s): Baoxin Li, Sachin Chhabra
Keywords(s): Algorithm Development, Imaging, Learning, Machine Learning, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Imaging, Physical Science
Self-Supervised Technique for Training Vision Transformers
Convolution neural networks (CNNs) have made tremendous progress in various image processing fields like object recognition, segmentation, etc. This progress is primarily a result of supervised training on labeled data. The features learned by such a network are highly transferable and can be used for similar tasks. However, labeling a dataset is...
Published: 2/13/2024   |   Inventor(s): Baoxin Li, Sachin Chhabra
Keywords(s): Algorithm Development, Imaging, Learning, Machine Learning, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Imaging, Physical Science
Novel Roles of a DNA Repair Protein, DNA-PKcs, in Obesity, Neurological Function, and Aging
The catalytic subunit of the DNA-dependent protein kinase complex (DNA-PKcs) has been shown to be important in DNA repair and VDJ recombination in lymphocytes. The inventors have discovered that DNA-PKcs also plays novel, important roles in energy regulation and neurological function. The inventors observed that mature DNA-PKcs-deficient mice (also...
Published: 7/25/2024   |   Inventor(s): Jay Chung
Keywords(s): Aging, ANXIETY, Cardiovascular, depression, DIABETES, DNA-Dependent, DNA-PKcs, Endurance, Energy, HEART, IB1XXX, IB3XXX, IB6XXX, IBXXXX, Inflammation, insulin, INSULIN-DEPENDENT, IXXXXX, LEARNING, MEMORY, METABOLIC, Metabolism, Mitochondria, Neurological, OBESITY, REGULATION, TYPE-2, Weight
Category(s): Collaboration Sought > Collaboration, Collaboration Sought > Licensing, Application > Diagnostics, Application > Research Materials, Application > Vaccines, Application > Therapeutics, TherapeuticArea > Cardiology, TherapeuticArea > Reproductive Health, TherapeuticArea > Immunology
Interactive Software that Stimulates Learning of STEM Concepts for All Ages
Instructional System Uses Multisensory Interface (touch, sight, sound) to Create Immersive Experience to Learn about Nanotechnology This comprehensive video game-like program aids to promote fun and easy learning of science and math concepts in a classroom setting. Existing haptic technology is employed to enhance the training of pilots to fly aircraft,...
Published: 4/19/2022   |   Inventor(s): Curtis Taylor, James Oliverio
Keywords(s): Educational Software, haptics, interactive learning, Learning, Nanotechnology, simulation
Category(s): Technology Classifications > Software > Ed Tech, Technology Classifications > Software > Mobile Apps