Unsupervised Behaviour Analysis of News Consumption in Turkish Media

no code implementations • 4 Feb 2022 • Didem Makaroglu, Altan Cakir, Behcet Ugur Toreyin

Clickstream data, which come with a massive volume generated by human activities on websites, have become a prominent feature for identifying readers' characteristics by newsrooms after the digitization of news outlets.

PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation

no code implementations • 26 Feb 2021 • Reyhan Kevser Keser, Aydin Ayanzadeh, Omid Abdollahi Aghdam, Caglar Kilcioglu, Behcet Ugur Toreyin, Nazim Kemal Ure

One of the most efficient methods for model compression is hint distillation, where the student model is injected with information (hints) from several different layers of the teacher model.

Clustering Knowledge Distillation +1

A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability

no code implementations • 26 Dec 2018 • Abdulkadir Albayrak, Asli Unlu, Nurullah Calik, Abdulkerim Capar, Gokhan Bilgin, Behcet Ugur Toreyin, Bahar Muezzinoglu, Ilknur Turkmen, Lutfiye Durak-Ata

The cervical cancer developing from the precancerous lesions caused by the Human Papilloma Virus (HPV) has been one of the preventable cancers with the help of periodic screening.

General Classification