Search Results for author: Berkay Kicanaoglu

Found 6 papers, 2 papers with code

Unsupervised Facial Performance Editing via Vector-Quantized StyleGAN Representations

no code implementations ICCV 2023 Berkay Kicanaoglu, Pablo Garrido, Gaurav Bharaj

Such representations along with 3D tracking can be used as self-supervision to train a generator with control over coarse expressions and finer facial attributes.

Face Generation Face Model +3

Gauge Equivariant Spherical CNNs

no code implementations25 Sep 2019 Berkay Kicanaoglu, Pim de Haan, Taco Cohen

Spherical CNNs are convolutional neural networks that can process signals on the sphere, such as global climate and weather patterns or omnidirectional images.

Semantic Segmentation

Gauge Equivariant Convolutional Networks and the Icosahedral CNN

2 code implementations11 Feb 2019 Taco S. Cohen, Maurice Weiler, Berkay Kicanaoglu, Max Welling

The principle of equivariance to symmetry transformations enables a theoretically grounded approach to neural network architecture design.

Semantic Segmentation

A Layer-Based Sequential Framework for Scene Generation with GANs

1 code implementation2 Feb 2019 Mehmet Ozgur Turkoglu, William Thong, Luuk Spreeuwers, Berkay Kicanaoglu

The visual world we sense, interpret and interact everyday is a complex composition of interleaved physical entities.

Conditional Image Generation Scene Generation

Estimating Small Differences in Car-Pose from Orbits

no code implementations3 Sep 2018 Berkay Kicanaoglu, Ran Tao, Arnold W. M. Smeulders

The generated orbit in the latent space records all the differences in pose in the original observational space, and as a result, the method is capable of finding subtle differences in pose.

Object

On the Dynamics of a Recurrent Hopfield Network

no code implementations9 Feb 2015 Rama Garimella, Berkay Kicanaoglu, Moncef Gabbouj

In this research paper novel real/complex valued recurrent Hopfield Neural Network (RHNN) is proposed.

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