Zobrazeno 1 - 10
of 54
pro vyhledávání: '"Georgiev, Galin"'
Autor:
Georgiev, Galin
We introduce a version of a variational auto-encoder (VAE), which can generate good perturbations of images, when trained on a complex dataset (in our experiments, CIFAR-10). The net is using only two latent generative dimensions per class, with uni-
Externí odkaz:
http://arxiv.org/abs/1810.12478
Autor:
Georgiev, Galin
Bases, mappings, projections and metrics, natural for Neural network training, are introduced. Graph-theoretical interpretation is offered. Non-Gaussianity naturally emerges, even in relatively simple datasets. Training statistics, hierarchies and en
Externí odkaz:
http://arxiv.org/abs/1809.04711
Autor:
Georgiev, Galin, Vodinchar, Elena
Publikováno v:
Българска етнология / Bulgarian Ethnology. (3):404-410
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=1109515
Autor:
Georgiev, Galin
Publikováno v:
Българска етнология / Bulgarian Ethnology. (3):349-367
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=1109510
Autor:
Georgiev, Galin, Angelova, Dinka
Publikováno v:
Българска етнология / Bulgarian Ethnology. (1):100-118
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=935661
Autor:
Georgiev, Galin
We study generative nets which can control and modify observations, after being trained on real-life datasets. In order to zoom-in on an object, some spatial, color and other attributes are learned by classifiers in specialized attention nets. In fie
Externí odkaz:
http://arxiv.org/abs/1511.02841
Autor:
Georgiev, Galin
We study from a physics viewpoint a class of generative neural nets, Gibbs machines, designed for gradual learning. While including variational auto-encoders, they offer a broader universal platform for incrementally adding newly learned features, in
Externí odkaz:
http://arxiv.org/abs/1508.06585
Autor:
Georgiev, Galin, Angelova, Dinka
Publikováno v:
Българска етнология / Bulgarian Ethnology. (2):134-154
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=873798
Autor:
Georgiev, Galin
The standard modules for an affine Lie algebra $\ga$ have natural subquotients called parafermionic spaces -- the underlying spaces for the so-called parafermionic conformal field theories associated with $\ga.$ We study the case $\ga = \widehat{sl}(
Externí odkaz:
http://arxiv.org/abs/q-alg/9504024
Autor:
Georgiev, Galin
This is the first of a series of papers studying combinatorial (with no ``subtractions'') bases and characters of standard modules for affine Lie algebras, as well as various subspaces and ``coset spaces'' of these modules. In part I we consider cert
Externí odkaz:
http://arxiv.org/abs/hep-th/9412054