9 Publikationen
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2024 | Preprint | PUB-ID: 2989164FashionFail: Addressing Failure Cases in Fashion Object Detection and SegmentationPUB | arXiv
Velioglu R, Chan RK-W, Hammer B (2024)
arXiv:2404.08582. -
2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2967296Explainable Artificial Intelligence for Improved Modeling of ProcessesPUB | DOI
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. -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982067A Graph-based U-Net Model for Predicting Traffic in unseen CitiesPUB | DOI
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. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961319A comparative study of neural machine translation models for Turkish languagePUB | DOI | WoS
Ozdemir O, Akin ES, Velioglu R, Dalyan T (2022)
Journal of Intelligent & Fuzzy Systems 42(3): 2103-2113. -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2962747Evaluating Robustness of Counterfactual ExplanationsPUB | DOI
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. -
2021 | Dissertation | PUB-ID: 2989295
Detecting Hate Speech In Multimodal Memes Using Vision-Language ModelsPUB | PDF
Velioglu R (2021) . -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982064The Hateful Memes Challenge: Competition ReportPUB
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. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2965471Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengePUB | arXiv
Velioglu R, Rose J (2020)
In: arXiv:2012.12975. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2965472Sentiment Analysis Using Learning Approaches Over Emojis for Turkish TweetsPUB | DOI
Velioglu R, Yildiz T, Yildirim S (2018)
In: 2018 3rd International Conference on Computer Science and Engineering (UBMK). IEEE: 303-307.