Alert button
Picture for Guy Wolf

Guy Wolf

Alert button

Université de Montréal

TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

Feb 09, 2020
Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy

Figure 1 for TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Figure 2 for TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Figure 3 for TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Figure 4 for TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Viaarxiv icon

Internal representation dynamics and geometry in recurrent neural networks

Jan 14, 2020
Stefan Horoi, Guillaume Lajoie, Guy Wolf

Figure 1 for Internal representation dynamics and geometry in recurrent neural networks
Viaarxiv icon

Understanding Graph Neural Networks with Asymmetric Geometric Scattering Transforms

Nov 14, 2019
Michael Perlmutter, Feng Gao, Guy Wolf, Matthew Hirn

Figure 1 for Understanding Graph Neural Networks with Asymmetric Geometric Scattering Transforms
Figure 2 for Understanding Graph Neural Networks with Asymmetric Geometric Scattering Transforms
Viaarxiv icon

Coarse Graining of Data via Inhomogeneous Diffusion Condensation

Jul 10, 2019
Nathan Brugnone, Alex Gonopolskiy, Mark W. Moyle, Manik Kuchroo, David van Dijk, Kevin R. Moon, Daniel Colon-Ramos, Guy Wolf, Matthew J. Hirn, Smita Krishnaswamy

Figure 1 for Coarse Graining of Data via Inhomogeneous Diffusion Condensation
Figure 2 for Coarse Graining of Data via Inhomogeneous Diffusion Condensation
Figure 3 for Coarse Graining of Data via Inhomogeneous Diffusion Condensation
Figure 4 for Coarse Graining of Data via Inhomogeneous Diffusion Condensation
Viaarxiv icon

Visualizing High Dimensional Dynamical Processes

Jun 25, 2019
Andrés F. Duque, Guy Wolf, Kevin R. Moon

Figure 1 for Visualizing High Dimensional Dynamical Processes
Figure 2 for Visualizing High Dimensional Dynamical Processes
Figure 3 for Visualizing High Dimensional Dynamical Processes
Viaarxiv icon

A Lipschitz-constrained anomaly discriminator framework

May 26, 2019
Alexander Tong, Guy Wolf, Smita Krishnaswamy

Figure 1 for A Lipschitz-constrained anomaly discriminator framework
Figure 2 for A Lipschitz-constrained anomaly discriminator framework
Figure 3 for A Lipschitz-constrained anomaly discriminator framework
Figure 4 for A Lipschitz-constrained anomaly discriminator framework
Viaarxiv icon

Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds

May 24, 2019
Michael Perlmutter, Feng Gao, Guy Wolf, Matthew Hirn

Figure 1 for Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Figure 2 for Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Figure 3 for Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Figure 4 for Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
Viaarxiv icon

Compressed Diffusion

Jan 31, 2019
Scott Gigante, Jay S. Stanley III, Ngan Vu, David van Dijk, Kevin Moon, Guy Wolf, Smita Krishnaswamy

Figure 1 for Compressed Diffusion
Figure 2 for Compressed Diffusion
Figure 3 for Compressed Diffusion
Viaarxiv icon

Finding Archetypal Spaces for Data Using Neural Networks

Jan 25, 2019
David van Dijk, Daniel Burkhardt, Matthew Amodio, Alex Tong, Guy Wolf, Smita Krishnaswamy

Figure 1 for Finding Archetypal Spaces for Data Using Neural Networks
Figure 2 for Finding Archetypal Spaces for Data Using Neural Networks
Figure 3 for Finding Archetypal Spaces for Data Using Neural Networks
Figure 4 for Finding Archetypal Spaces for Data Using Neural Networks
Viaarxiv icon