Pınar Yanardağ

Completed Projects

2022 Spring

A Graph Neural Network Approach for Social Networks

Students: Doğukan Akar, Berkay Bör, Hazar Çakır

Advisors: Pınar Yanardağ, Suzan Üsküdarlı

Bladder Segmentation to Classify the Level of Tumor Invasions According to VI-RADS

Students: Gözde Ünver, Berkay Demirtaş, Sabri Gökberk Yılmaz

Advisors: Suzan Üsküdarlı, Pınar Yanardağ

Fairness and Bias in Generative Models

Students: Kıymet Akdemir, Aleyna Kara

Advisors: Suzan Üsküdarlı, Pınar Yanardağ

Fashion Design Generation with Generative Adversarial Networks

Students:

Advisors: Pınar Yanardağ, Lale Akarun

2021 Spring

A mobile app for virtual try-on of fashion items

Students: Koray Çetin, Hamza Işıktaş, Ertuğrul Bülbül

Advisors: Pınar Yanardağ, Fatma Başak Aydemir

Discovering Conditional and Diverse Directions for Cognitive Image Properties in GANs

Students: Umut Kocasarı

Advisors: Pınar Yanardağ, Tunga Güngör

Improving Adversarial Robustness with Diversity

Students: Emre Girgin

Advisors: Pınar Yanardağ, Tunga Güngör

Investigating Bias and Discrimination in Movies using Deep Learning

Students: Ömer Faruk Deniz, Burak Ömür, Hasan Ramazan Yurt

Advisors: Pınar Yanardağ, Suzan Üsküdarlı

Latent Space Manipulation with GANs

Students: Meltem Suiçmez, Cihat Kapusuz, Burak Berk Özer

Advisors: Fatma Başak Aydemir, Pınar Yanardağ

Manipulating the Latent Space of Generative Adversarial Networks

Students: Ahmet Dadak, Yagiz Can Colak

Advisors: Suzan Üsküdarlı, Pınar Yanardağ

Medical Transformers

Students: Ramiz Dündar, Ahmet Emir Kocaağa

Advisors: Pınar Yanardağ, Fatma Başak Aydemir

Mitigating the objective mismatch for Recommendation Systems: Boosting self-supervised representation learning with instance-based return optimization

Students: Mert Yüksekgönül

Advisors: Pınar Yanardağ, Suzan Üsküdarlı

Speeding-up GAN Training

Students: Ezgi Gulperi Er

Advisors: Pınar Yanardağ, Tunga Güngör

2021 Fall

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

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

Students: Erencan Uysal, Muhammed Göktepe

Advisors: Suzan Üsküdarlı, Pınar Yanardağ

2019 Spring

Hand Feature Learning for Hand Shape Recognition

Students: Begün Ünal, Pınar Baki

Advisors: Pınar Yanardağ