Turkish lira banknotes classification using deep convolutional neural networks. - Gulcin Baykal; Ugur Demir; Ira Shyti; Gozde B. Unal (SIU, 2018)

Deshufflegan: A Self-Supervised Gan to Improve Structure Learning. - Gulcin Baykal; Gozde Unal (ICIP, 2020)

UGQE: Uncertainty Guided Query Expansion. - Firat Öncel; Mehmet Aygün; Gulcin Baykal; Gozde Unal (ICPRAI (1), 2022)

Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. - Gulcin Baykal; Furkan Ozcelik; Gozde Unal (Pattern Recognit., 2022)

ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. - Gulcin Baykal; Halil Faruk Karagoz; Taha Binhuraib; Gozde Unal (ACML, 2023)

Textile Pattern Generation Using Diffusion Models. - Halil Faruk Karagoz; Gulcin Baykal; Irem Arikan Eksi; Gözde B. Ünal (CoRR, 2023)

Disentanglement with Factor Quantized Variational Autoencoders. - Gulcin Baykal; Melih Kandemir; Gozde Unal (CoRR, 2024)

EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders. - Gulcin Baykal; Melih Kandemir; Gozde Unal (Pattern Recognit., 2024)

Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization. - Abdullah Akgül; Gulcin Baykal; Manuel Haußmann; Melih Kandemir (CoRR, 2025)

ObjectRL: An Object-Oriented Reinforcement Learning Codebase. - Gulcin Baykal; Abdullah Akgül; Manuel Haussmann; Bahareh Tasdighi; Nicklas Werge; Yi-Shan Wu 003; Melih Kandemir (CoRR, 2025)