Gulcin Baykal

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Diffusion Model

Convolutional Neural Networks

Sample Selection Bias

Pattern Generation

Top Venues

Pattern Recognit.

Publications

Gulcin Baykal, Melih Kandemir, Gozde Unal
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders. Pattern Recognit. 156 (2024)
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. CoRR (2023)
Halil Faruk Karagoz, Gulcin Baykal, Irem Arikan Eksi, Gözde B. Unal
Textile Pattern Generation Using Diffusion Models. CoRR (2023)
Gulcin Baykal, Melih Kandemir, Gozde Unal
EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders. CoRR (2023)
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. ACML (2023)
Gulcin Baykal, Furkan Ozcelik, Gozde Unal
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. Pattern Recognit. 122 (2022)
Firat Oncel, Mehmet Aygün, Gulcin Baykal, Gozde Unal
UGQE: Uncertainty Guided Query Expansion. ICPRAI (1) (2022)
Gulcin Baykal, Furkan Ozcelik, Gözde B. Ünal
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. CoRR (2020)
Gulcin Baykal, Gözde B. Ünal
DeshuffleGAN: A Self-Supervised GAN to Improve Structure Learning. CoRR (2020)
Gulcin Baykal, Gozde Unal
Deshufflegan: A Self-Supervised Gan to Improve Structure Learning. ICIP (2020)
Gulcin Baykal, Ugur Demir, Ira Shyti, Gozde B. Unal
Turkish lira banknotes classification using deep convolutional neural networks. SIU (2018)