2 citations · 3 across the 3 of their papers we have counts for
4 papers
Benchmarking Recent Single-Cell Synthetic Data Generation Methods on the OneK1K Dataset
Buse Giledereli, Basar Temiz, Amirreza Sattarzadeh Khanehbargh
Synthetic single-cell RNA-seq data generation offers a promising route for privacy-aware biomedical data sharing, but donor-linked datasets require careful balancing of biological…
PUFFIN: Protein Unit Discovery with Functional Supervision
Gökçe Uludoğan, Buse Giledereli, Elif Ozkirimli +1
Proteins carry out biological functions through the coordinated action of groups of residues organized into structural arrangements. These arrangements, which we refer to as protei…
Do Vision-Language Models Really Understand Visual Language?
Yifan Hou, Buse Giledereli, Yilei Tu +1
Visual language is a system of communication that conveys information through symbols, shapes, and spatial arrangements. Diagrams are a typical example of a visual language depicti…
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
Yi Huang, Buse Giledereli, Abdullatif Köksal +2
Multi-label text classification is a challenging task because it requires capturing label dependencies. It becomes even more challenging when class distribution is long-tailed. Res…