176 citations · 185 across the 6 of their papers we have counts for
6 papers
Disentangling 3D from Large Vision-Language Models for Controlled Portrait Generation
Nick Yiwen Huang, Akin Caliskan, Berkay Kicanaoglu +2
We consider the problem of disentangling 3D from large vision-language models, which we show on generative 3D portraits. This allows free-form text control of appearance attributes…
PAV: Personalized Head Avatar from Unstructured Video Collection
Akin Caliskan, Berkay Kicanaoglu, Hyeongwoo Kim
We propose PAV, Personalized Head Avatar for the synthesis of human faces under arbitrary viewpoints and facial expressions. PAV introduces a method that learns a dynamic deformabl…
A Layer-Based Sequential Framework for Scene Generation with GANs
Mehmet Ozgur Turkoglu, William Thong, Luuk Spreeuwers +1
The visual world we sense, interpret and interact everyday is a complex composition of interleaved physical entities. Therefore, it is a very challenging task to generate vivid sce…
Gauge Equivariant Convolutional Networks and the Icosahedral CNN
Taco S. Cohen, Maurice Weiler, Berkay Kicanaoglu +1
The principle of equivariance to symmetry transformations enables a theoretically grounded approach to neural network architecture design. Equivariant networks have shown excellent…
Estimating Small Differences in Car-Pose from Orbits
Berkay Kicanaoglu, Ran Tao, Arnold W. M. Smeulders
Distinction among nearby poses and among symmetries of an object is challenging. In this paper, we propose a unified, group-theoretic approach to tackle both. Different from existi…
On the Dynamics of a Recurrent Hopfield Network
Rama Garimella, Berkay Kicanaoglu, Moncef Gabbouj
In this research paper novel real/complex valued recurrent Hopfield Neural Network (RHNN) is proposed. The method of synthesizing the energy landscape of such a network and the exp…