2 papers
cs.CY2026
Classifying Problem and Solution Framing in Congressional Social Media
Misha Melnyk, Mitchell Dolny, Joshua D. Elkind +6
Policy setting in the USA according to the ``Garbage Can'' model differentiates between ``problem'' and ``solution'' focused processes. In this paper, we study a large dataset of U…
eess.IV2025
The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound
Blake VanBerlo, Alexander Wong, Jesse Hoey +1
Data augmentation is a central component of joint embedding self-supervised learning (SSL). Approaches that work for natural images may not always be effective in medical imaging t…