3 papers
cs.CV2026
VENI: Variational Encoder for Natural Illumination
Paul Walker, James A. D. Gardner, Andreea Ardelean +2
Inverse rendering is an ill-posed problem, but priors such as illumination priors can help simplify it. Existing work either disregards the spherical and rotation-equivariant natur…
cs.CV2025
TAPVid-360: Tracking Any Point in 360 from Narrow Field of View Video
Finlay G. C. Hudson, James A. D. Gardner, William A. P. Smith
Humans excel at constructing panoramic mental models of their surroundings, maintaining object permanence and inferring scene structure beyond visible regions. In contrast, current…
cs.LG2025
NeuRaLaTeX: A machine learning library written in pure LaTeX
James A. D. Gardner, Will Rowan, William A. P. Smith
In this paper, we introduce NeuRaLaTeX, which we believe to be the first deep learning library written entirely in LaTeX. As part of your LaTeX document you can specify the archite…