FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation

Velioglu R, Chan RK-W, Hammer B (2024)
arXiv:2404.08582.

Explainable Artificial Intelligence for Improved Modeling of Processes

Velioglu R, Göpfert JP, Artelt A, Hammer B (2022)
In: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Yin H, Camacho D, Tino P (Eds); Lecture Notes in Computer Science, 13756. Cham: Springer International Publishing: 313-325.

A Graph-based U-Net Model for Predicting Traffic in unseen Cities

Hermes L, Hammer B, Melnik A, Velioglu R, Vieth M, Schilling M (2022)
In: 2022 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8.

A comparative study of neural machine translation models for Turkish language

Ozdemir O, Akin ES, Velioglu R, Dalyan T (2022)
Journal of Intelligent & Fuzzy Systems 42(3): 2103-2113.

Evaluating Robustness of Counterfactual Explanations

Artelt A, Vaquet V, Velioglu R, Hinder F, Brinkrolf J, Schilling M, Hammer B (2021)
In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE: 01-09.

Detecting Hate Speech In Multimodal Memes Using Vision-Language Models

Velioglu R (2021) .

The Hateful Memes Challenge: Competition Report

Kiela D, Firooz H, Mohan A, Goswami V, Singh A, Fitzpatrick CA, Bull P, Lipstein G, Nelli T, Zhu R, Muennighoff N, et al. (2021)
In: Proceedings of the NeurIPS 2020 Competition and Demonstration Track. Escalante HJ, Hofmann K (Eds); Proceedings of Machine Learning Research, 133. PMLR: 344-360.

Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge

Velioglu R, Rose J (2020)
In: arXiv:2012.12975.

Sentiment Analysis Using Learning Approaches Over Emojis for Turkish Tweets

Velioglu R, Yildiz T, Yildirim S (2018)
In: 2018 3rd International Conference on Computer Science and Engineering (UBMK). IEEE: 303-307.