Search Results for author: Thomas Lachmann

Found 2 papers, 0 papers with code

The VC-Dimension of Axis-Parallel Boxes on the Torus

no code implementations28 Apr 2020 Pierre Gillibert, Thomas Lachmann, Clemens Müllner

We show in this paper that the VC-dimension of the family of $d$-dimensional axis-parallel boxes and cubes on the $d$-dimensional torus are both asymptotically $d \log_2(d)$.

Geometric Generalization Based Zero-Shot Learning Dataset Infinite World: Simple Yet Powerful

no code implementations10 Jul 2018 Rajesh Chidambaram, Michael Kampffmeyer, Willie Neiswanger, Xiaodan Liang, Thomas Lachmann, Eric Xing

Analogously, this paper introduces geometric generalization based zero-shot learning tests to measure the rapid learning ability and the internal consistency of deep generative models.

Zero-Shot Learning

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