2 papers
cs.CL2025
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images
Sami Baral, Li Lucy, Ryan Knight +4
In real-world settings, vision language models (VLMs) should robustly handle naturalistic, noisy visual content as well as domain-specific language and concepts. For example, K-12…
cond-mat.soft2024
Machine Learning Assisted Characterization of Labyrinthine Pattern Transitions
Kotaro Shimizu, Vinicius Yu Okubo, Rose Knight +5
We present a comprehensive approach to characterizing labyrinthine structures that often emerge as a final steady state in pattern forming systems. We employ advanced machine learn…