Gulcin Baykal

According to our database, Gulcin Baykal authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders.

Gulcin Baykal, Melih Kandemir, Gozde Unal

Pattern Recognit., 2024

Disentanglement with Factor Quantized Variational Autoencoders.

Gulcin Baykal, Melih Kandemir, Gozde Unal

CoRR, 2024

2023

Textile Pattern Generation Using Diffusion Models.

Halil Faruk Karagoz, Gulcin Baykal, Irem Arikan Eksi, Gözde B. Ünal

CoRR, 2023

ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning.

Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks.

Gulcin Baykal, Furkan Ozcelik, Gozde Unal

Pattern Recognit., 2022

UGQE: Uncertainty Guided Query Expansion.

Firat Öncel, Mehmet Aygün, Gulcin Baykal, Gozde Unal

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

2020

Deshufflegan: A Self-Supervised Gan to Improve Structure Learning.

Gulcin Baykal, Gozde Unal

Proceedings of the IEEE International Conference on Image Processing, 2020

2018

Turkish lira banknotes classification using deep convolutional neural networks.

Gulcin Baykal, Ugur Demir, Ira Shyti, Gozde B. Unal

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018