Facial emotion classification using deep embedding with triplet loss function. - Cenk Bircanoglu; Nafiz Arica (SIU, 2017)

RecycleNet: Intelligent Waste Sorting Using Deep Neural Networks. - Cenk Bircanoglu; Meltem Atay; Fuat Beser; Ozgun Genc; Merve Ayyuce Kizrak (INISTA, 2018)

A comparison of activation functions in artificial neural networks. - Cenk Bircanoglu; Nafiz Arica (SIU, 2018)

Effects of Network Depths on Semantic Image Segmentation By Weakly Supervised Learning. - Cenk Bircanoglu; Nafiz Arica (SIU, 2020)

ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation. - Cenk Bircanoglu; Nafiz Arica (CoRR, 2022)

Benchmarking Image Embeddings for E-Commerce: Evaluating Off-the Shelf Foundation Models, Fine-Tuning Strategies and Practical Trade-offs. - Urszula Czerwinska; Cenk Bircanoglu; Jeremy Chamoux (CoRR, 2025)