105 citations · 116 across the 3 of their papers we have counts for
4 papers
Bluefish: Composing Diagrams with Declarative Relations
Josh Pollock, Catherine Mei, Grace Huang +3
Diagrams are essential tools for problem-solving and communication as they externalize conceptual structures using spatial relationships. But when picking a diagramming framework,…
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics
Jonathan Zong, Josh Pollock, Dylan Wootton +1
We present Animated Vega-Lite, a set of extensions to Vega-Lite that model animated visualizations as time-varying data queries. In contrast to alternate approaches for specifying…
Relay: A High-Level Compiler for Deep Learning
Jared Roesch, Steven Lyubomirsky, Marisa Kirisame +7
Frameworks for writing, compiling, and optimizing deep learning (DL) models have recently enabled progress in areas like computer vision and natural language processing. Extending…
Relay: A New IR for Machine Learning Frameworks
Jared Roesch, Steven Lyubomirsky, Logan Weber +4
Machine learning powers diverse services in industry including search, translation, recommendation systems, and security. The scale and importance of these models require that they…