Completed Projects - 2021 Fall

Adaptation of perception in response to body changes of avatars in Virtual Reality

Students: Ezgi Aysel Batı

Advisors: Emre Uğur

Automatic product review generation for Turkish

In this project, we aim at building a system that can automatically generate product reviews in a domain, such as movie reviews or book reviews.

Students: Emrah Doğan

Advisors: Tunga Güngör

Building a word embeddings repository for Turkish

In this project, we aim at building a comprehensive word embedding repository for the Turkish language.

Students: İhsan Mert Atalay

Advisors: Tunga Güngör

Generating Molecular Communication Water Channel Images via GAN

In this project, the aim is to generate an open-source simulator for our water channel testbed using generative adversarial networks (GAN).

Students: İrem Zeynep Alagöz, Abdulkadir Elmacı

Advisors: H. Birkan Yılmaz

Identification of Sentiments and Polarization in Collections of Short Texts

Students: Hüseyin Can Bölükbaş, Asena Karolin Özdemir

Advisors: Suzan Üsküdarlı

Latent Space Manipulation for Medical Data

Students: Gözde Ünver, Sabri Gökberk Yılmaz, Berkay Demirtaş

Advisors: Pınar Yanardağ, Suzan Üsküdarlı

Manipulating Images to Improve Fairness & Bias

Students: Eylül Yalçınkaya, Cemre Efe Karakaş

Advisors: Pınar Yanardağ, Tunga Güngör

Personalizing Fashion Designs using GANs

Students: Meltem Suiçmez, Alaaddin Furkan Varol

Advisors: Pınar Yanardağ, Fatma Başak Aydemir

Robust training with generative perturbations

Students: Tolga Kerimoğlu, Ege Onur Tağa

Advisors: İnci Meliha Baytaş

Segmentation of Bladder Lesions and Detecting Level of Invasion using Mask R-CNN

Students: Erencan Uysal, Muhammed Göktepe

Advisors: Suzan Üsküdarlı, Pınar Yanardağ

Software Architecture Analysis Support Tool

Students: Kürşat Talha Berk Yamanoğlu

Advisors: Suzan Üsküdarlı, Fatma Başak Aydemir

Turkish Preprocessing Operations Using Deep Learning Approaches

The first step in nearly all natural language processing (NLP) applications is applying preprocessing operations to the text.

Students: Emrah Doğan

Advisors: Tunga Güngör