1 citations · 1 across the 3 of their papers we have counts for
3 papers
Dynamical Implicit Neural Representations
Yesom Park, Kelvin Kan, Thomas Flynn +4
Implicit Neural Representations (INRs) provide a powerful continuous framework for modeling complex visual and geometric signals, but spectral bias remains a fundamental challenge,…
Problem-dependent convergence bounds for randomized linear gradient compression
Thomas Flynn, Patrick Johnstone, Shinjae Yoo
In distributed optimization, the communication of model updates can be a performance bottleneck. Consequently, gradient compression has been proposed as a means of increasing optim…
An Evaluation of Real-time Adaptive Sampling Change Point Detection Algorithm using KCUSUM
Vijayalakshmi Saravanan, Perry Siehien, Shinjae Yoo +4
Detecting abrupt changes in real-time data streams from scientific simulations presents a challenging task, demanding the deployment of accurate and efficient algorithms. Identifyi…