Riza Velioglu

According to our database, Riza Velioglu authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation.

Riza Velioglu, Robin Chan, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

A comparative study of neural machine translation models for Turkish language.

Özgür Özdemir, Salih Emre Akin, Riza Velioglu, Tugba Dalyan

J. Intell. Fuzzy Syst., 2022

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

Luca Hermes, Barbara Hammer, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling

Proceedings of the International Joint Conference on Neural Networks, 2022

Explainable Artificial Intelligence for Improved Modeling of Processes.

Riza Velioglu, Jan Philip Göpfert, André Artelt, Barbara Hammer

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2021

Detecting Hate Speech In Multimodal Memes Using Vision-Language Models

Riza Velioglu

PhD thesis, 2021

Evaluating Robustness of Counterfactual Explanations.

André Artelt, Valerie Vaquet, Riza Velioglu, Fabian Hinder, Johannes Brinkrolf, Malte Schilling, Barbara Hammer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.

Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020

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

Riza Velioglu, Jewgeni Rose

CoRR, 2020

The Hateful Memes Challenge: Competition Report.

Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020