4 papers
Geometric Feature Prompting of Image Segmentation Models
Kenneth Ball, Erin Taylor, Nirav Patel +4
Advances in machine learning, especially the introduction of transformer architectures and vision transformers, have led to the development of highly capable computer vision founda…
Topological Simplification of Signals for Inference and Approximate Reconstruction
Gary Koplik, Nathan Borggren, Sam Voisin +4
As Internet of Things (IoT) devices become both cheaper and more powerful, researchers are increasingly finding solutions to their scientific curiosities both financially and compu…
The Parallel Coordinates Plot Revisited: Visual Extensions from Hive Plots, Heterogeneous Correlations, and an Exploration of Covid-19 Data in the United States
Gary Koplik, Ashlee Valente
This paper extends an existing visualization, the Parallel Coordinates Plot (PCP), specifically its polar coordinate representation, the $\textit{Polar Parallel Coordinates Plot (P…
Simulated Blockchains for Machine Learning Traceability and Transaction Values in the Monero Network
Nathan Borggren, Hyoung-yoon Kim, Lihan Yao +1
Monero is a popular crypto-currency which focuses on privacy. The blockchain uses cryptographic techniques to obscure transaction values as well as a `ring confidential transaction…