no code implementations • 4 Jan 2021 • Enric Florit, Benjamin Smith
We investigate special structures due to automorphisms in isogeny graphs of principally polarized abelian varieties, and abelian surfaces in particular.
Cryptography and Security Number Theory
no code implementations • 4 Jan 2021 • Enric Florit, Benjamin Smith
We describe and illustrate the local neighbourhoods of vertices and edges in the (2, 2)-isogeny graph of principally polarized abelian surfaces, considering the action of automorphisms.
Number Theory
no code implementations • 2 Dec 2020 • Benjamin Smith
We demonstrate how a custom U-Net can achieve 92\% class accuracy over a validation dataset and 68\% over a target dataset with 90\% confidence.
1 code implementation • 27 Nov 2020 • Marcela Mera-Trujillo, Benjamin Smith, Victor Fragoso
Estimating the pose of a camera with respect to a 3D reconstruction or scene representation is a crucial step for many mixed reality and robotics applications.
no code implementations • 20 Nov 2020 • Zachary Ravichandran, J. Daniel Griffith, Benjamin Smith, Costas Frost
Significant progress has been made in scene understanding which seeks to build 3D, metric and object-oriented representations of the world.
no code implementations • 9 Apr 2020 • Benjamin Smith, Kevin Cant, Gloria Wang
Anomaly detection is a prominent data preprocessing step in learning applications for correction and/or removal of faulty data.
no code implementations • 21 Jun 2019 • Martin Forde, Stefan Gerhold, Benjamin Smith
Finally, using L\'{e}vy's convergence theorem, we show that the log stock price $X_t$ tends weakly to a non-symmetric random variable $X^{(1/2)}_t$ as $\alpha \to 1/2$ (i. e. $H\to 0$) whose mgf is also the solution to the Rough Heston VIE with $\alpha=1/2$, and we show that $X^{(1/2)}_t/\sqrt{t}$ tends weakly to a non-symmetric random variable as $t\to 0$, which leads to a non-flat non-symmetric asymptotic smile in the Edgeworth regime.