Gulcin Baykal - RankMe

17 papers B 1C 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Disentanglement with factor quantized variational autoencoders. Neurocomputing Gulcin Baykal, Melih Kandemir, Gozde Unal
2026	J	`jnl`	Distributional Active Inference. CoRR Abdullah Akgül, Gulcin Baykal, Manuel Haußmann, Mustafa Mert Çelikok, Melih Kandemir
2025	J	`jnl`	Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization. CoRR Abdullah Akgül, Gulcin Baykal, Manuel Haußmann, Melih Kandemir
2025	J	`jnl`	ObjectRL: An Object-Oriented Reinforcement Learning Codebase. CoRR Gulcin Baykal, Abdullah Akgül, Manuel Haussmann, Bahareh Tasdighi, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
2025	J	`jnl`	Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization. Trans. Mach. Learn. Res. Abdullah Akgül, Gulcin Baykal, Manuel Haussmann, Melih Kandemir
2024	J	`jnl`	Disentanglement with Factor Quantized Variational Autoencoders. CoRR Gulcin Baykal, Melih Kandemir, Gozde Unal
2024	J	`jnl`	EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders. Pattern Recognit. Gulcin Baykal, Melih Kandemir, Gozde Unal
2023	J	`jnl`	EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders. CoRR Gulcin Baykal, Melih Kandemir, Gozde Unal
2023	C	`conf`	ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. ACML Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
2023	J	`jnl`	ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. CoRR Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
2023	J	`jnl`	Textile Pattern Generation Using Diffusion Models. CoRR Halil Faruk Karagoz, Gulcin Baykal, Irem Arikan Eksi, Gözde B. Ünal
2022	J	`jnl`	Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. Pattern Recognit. Gulcin Baykal, Furkan Ozcelik, Gozde Unal
2022	—	`conf`	UGQE: Uncertainty Guided Query Expansion. ICPRAI (1) Firat Öncel, Mehmet Aygün, Gulcin Baykal, Gozde Unal
2020	J	`jnl`	DeshuffleGAN: A Self-Supervised GAN to Improve Structure Learning. CoRR Gulcin Baykal, Gözde B. Ünal
2020	B	`conf`	Deshufflegan: A Self-Supervised Gan to Improve Structure Learning. ICIP Gulcin Baykal, Gozde Unal
2020	J	`jnl`	Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. CoRR Gulcin Baykal, Furkan Ozcelik, Gözde B. Ünal
2018	—	`conf`	Turkish lira banknotes classification using deep convolutional neural networks. SIU Gulcin Baykal, Ugur Demir, Ira Shyti, Gozde B. Unal