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Normalizing flows on tori and spheres
Normalizing flows are a powerful tool for building expressive distributions in high
dimensions. So far, most of the literature has concentrated on learning flows on Euclidean …
dimensions. So far, most of the literature has concentrated on learning flows on Euclidean …
Omnizoomer: Learning to move and zoom in on sphere at high-resolution
Omnidirectional images (ODIs) have become increasingly popular, as their large field-of-
view (FoV) can offer viewers the chance to freely choose the view directions in immersive …
view (FoV) can offer viewers the chance to freely choose the view directions in immersive …
On synchronization in Kuramoto models on spheres
We analyze two classes of Kuramoto models on spheres that have been introduced in
previous studies. Our analysis is restricted to ensembles of identical oscillators with the …
previous studies. Our analysis is restricted to ensembles of identical oscillators with the …
Learning High-Quality Navigation and Zooming on Omnidirectional Images in Virtual Reality
Viewing omnidirectional images (ODIs) in virtual reality (VR) represents a novel form of
media that provides immersive experiences for users to navigate and interact with digital …
media that provides immersive experiences for users to navigate and interact with digital …
ProPLIKS: Probablistic 3D human body pose estimation
We present a novel approach for 3D human pose estimation by employing probabilistic
modeling. This approach leverages the advantages of normalizing flows in non-Euclidean …
modeling. This approach leverages the advantages of normalizing flows in non-Euclidean …
Poisson kernel-based clustering on the sphere: convergence properties, identifiability, and a method of sampling
Spherical or directional data arise in many applications of interest. Furthermore, many
nondirectional datasets can be usefully re-expressed in the form of directions and analyzed …
nondirectional datasets can be usefully re-expressed in the form of directions and analyzed …
Response to glassy disorder in coin on spread of quantum walker
We analyze the response to incorporation of glassy disorder in the coin operation of a
discrete-time quantum walk in one dimension. We find that the ballistic spread of the …
discrete-time quantum walk in one dimension. We find that the ballistic spread of the …
Protein Structure Parameterization via Mobius Distributions on the Torus
Proteins constitute a large group of macromolecules with a multitude of functions for all living
organisms. Proteins achieve this by adopting distinct three-dimensional structures encoded …
organisms. Proteins achieve this by adopting distinct three-dimensional structures encoded …