2 code implementations • 26 Oct 2017 • Manu Mathew Thomas, Angus G. Forbes
Inspired from recent advancement in image-to-image translation problems using deep generative convolutional networks, we introduce a variant of this network that learns a mapping from Gbuffers (depth map, normal map, and diffuse map) and direct illumination to any global illumination solution.
Graphics
1 code implementation • LREC 2018 • Angus G. Forbes, Kristine Lee, Gus Hahn-Powell, Marco A. Valenzuela-Escárcega, Mihai Surdeanu
Additionally, we include an approach to representing text annotations in which annotation subgraphs, or semantic summaries, are used to show relationships outside of the sequential context of the text itself.
1 code implementation • 17 Dec 2018 • Joseph N. Burchett, David Abramov, Jasmine Otto, Cassia Artanegara, J. Xavier Prochaska, Angus G. Forbes
We introduce IGM-Vis, a novel astrophysics visualization and data analysis application for investigating galaxies and the gas that surrounds them in context with their larger scale environment, the Cosmic Web.
Instrumentation and Methods for Astrophysics Astrophysics of Galaxies
1 code implementation • 18 Jun 2019 • Ran Xu, Manu Mathew Thomas, Alex Leow, Olusola Ajilore, Angus G. Forbes
We introduce TempoCave, a novel visualization application for analyzing dynamic brain networks, or connectomes.
Human-Computer Interaction Neurons and Cognition
no code implementations • 10 Mar 2020 • Joseph N. Burchett, Oskar Elek, Nicolas Tejos, J. Xavier Prochaska, Todd M. Tripp, Rongmon Bordoloi, Angus G. Forbes
Modern cosmology predicts that matter in our Universe has assembled today into a vast network of filamentary structures colloquially termed the Cosmic Web.
1 code implementation • 27 May 2020 • Sunil Simha, Joseph N. Burchett, J. Xavier Prochaska, Jay S. Chittidi, Oskar Elek, Nicolas Tejos, Regina Jorgenson, Keith W. Bannister, Shivani Bhandari, Cherie K. Day, Adam T. Deller, Angus G. Forbes, Jean-Pierre Macquart, Stuart D. Ryder, Ryan M. Shannon
Chittidi et al (2020) perform a detailed analysis of the ultraviolet and optical emission of the host galaxy and estimate the host DM contribution to be $110\pm 37$ $pc/cm^3$.
Astrophysics of Galaxies
1 code implementation • 5 Sep 2020 • Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
This paper introduces Polyphorm, an interactive visualization and model fitting tool that provides a novel approach for investigating cosmological datasets.
Instrumentation and Methods for Astrophysics Human-Computer Interaction
no code implementations • 5 Sep 2020 • Hongwei, Zhou, Oskar Elek, Pranav Anand, Angus G. Forbes
Word embeddings are a popular way to improve downstream performances in contemporary language modeling.
no code implementations • 4 Apr 2022 • Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
We present Monte Carlo Physarum Machine: a computational model suitable for reconstructing continuous transport networks from sparse 2D and 3D data.