[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arxiv preprint arxiv …, 2017 - researchgate.net
Next-generation wireless networks must support ultra-reliable, low-latency communication
and intelligently manage a massive number of Internet of Things (IoT) devices in real-time …

[HTML][HTML] Virtual geographic environments (VGEs): A new generation of geographic analysis tool

H Lin, M Chen, G Lu, Q Zhu, J Gong, X You, Y Wen… - Earth-Science …, 2013 - Elsevier
Abstract Virtual Geographic Environments (VGEs) are proposed as a new generation of
geographic analysis tool to contribute to human understanding of the geographic world and …

Clifford group equivariant neural networks

D Ruhe, J Brandstetter, P Forré - Advances in Neural …, 2023 - proceedings.neurips.cc
Abstract We introduce Clifford Group Equivariant Neural Networks: a novel approach for
constructing $\mathrm {O}(n) $-and $\mathrm {E}(n) $-equivariant models. We identify and …

Clifford neural layers for pde modeling

J Brandstetter, R Berg, M Welling, JK Gupta - arxiv preprint arxiv …, 2022 - arxiv.org
Partial differential equations (PDEs) see widespread use in sciences and engineering to
describe simulation of physical processes as scalar and vector fields interacting and …

Geometric algebra transformer

J Brehmer, P De Haan, S Behrends… - Advances in Neural …, 2024 - proceedings.neurips.cc
Problems involving geometric data arise in physics, chemistry, robotics, computer vision,
and many other fields. Such data can take numerous forms, for instance points, direction …

Geometric clifford algebra networks

D Ruhe, JK Gupta, S De Keninck… - International …, 2023 - proceedings.mlr.press
Abstract We propose Geometric Clifford Algebra Networks (GCANs) for modeling dynamical
systems. GCANs are based on symmetry group transformations using geometric (Clifford) …

[LLIBRE][B] Photogrammetric computer vision

W Förstner, BP Wrobel - 2016 - Springer
This textbook on Photogrammetric Computer Vision–Statistics, Geometry, Orientation and
Reconstruction provides a statistical treatment of the geometry of multiple view analysis …

End-to-end lane detection through differentiable least-squares fitting

W Van Gansbeke, B De Brabandere… - Proceedings of the …, 2019 - openaccess.thecvf.com
Lane detection is typically tackled with a two-step pipeline in which a segmentation mask of
the lane markings is predicted first, and a lane line model like a parabola or spline is fitted to …

[LLIBRE][B] Geometric algebra with applications in engineering

C Perwass, H Edelsbrunner, L Kobbelt, K Polthier - 2009 - Springer
Geometry is a pervasive mathematical concept that appears in many places and in many
disguises. The representation of geometric entities, of their unions and intersections, and of …

Foundations of geometric algebra computing

D Hildenbrand - AIP Conference Proceedings, 2012 - pubs.aip.org
Geometric Algebra has the power to lead easily from the geometric intuition of solving an
engineering application to its efficient implementation on current and future computing …