4 papers
Imperative Quantum Programming with Ownership and Borrowing in Guppy
Mark Koch, Agustín Borgna, Craig Roy +4
Linear types enforce no-cloning and no-deleting theorems in functional quantum programming. However, in imperative quantum programming, they have not gained widespread adoption. Th…
GUPPY: Pythonic Quantum-Classical Programming
Mark Koch, Alan Lawrence, Kartik Singhal +2
We present ongoing work on Guppy, a domain-specific language embedded in Python that allows users to write high-level hybrid quantum programs with complex control flow in Pythonic…
GraphRNN Revisited: An Ablation Study and Extensions for Directed Acyclic Graphs
Taniya Das, Mark Koch, Maya Ravichandran +1
GraphRNN is a deep learning-based architecture proposed by You et al. for learning generative models for graphs. We replicate the results of You et al. using a reproduced implement…
Paint it Black: Generating paintings from text descriptions
Mahnoor Shahid, Mark Koch, Niklas Schneider
Two distinct tasks - generating photorealistic pictures from given text prompts and transferring the style of a painting to a real image to make it appear as though it were done by…