Tayfun Alpay

According to our database, Tayfun Alpay authored at least 16 papers between 2016 and 2023.

Collaborative distances:

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

2023

Multimodal video retrieval with CLIP: a user study.

Tayfun Alpay, Sven Magg, Philipp Broze, Daniel Speck

Inf. Retr. J., June, 2023

2021

Periodicity, Surprisal, Attention: Skip Conditions for Recurrent Neural Networks.

Tayfun Alpay

PhD thesis, 2021

An Immersive Investment Game to Study Human-Robot Trust.

Sebastian Zörner, Emy Arts, Brenda Vasiljevic, Ankit Srivastava, Florian Schmalzl, Glareh Mir, Kavish Bhatia, Erik Strahl, Annika Peters, Tayfun Alpay, Stefan Wermter

Frontiers Robotics AI, 2021

Exercise with Social Robots: Companion or Coach?

Sascha S. Griffiths, Tayfun Alpay, Alexander Sutherland, Matthias Kerzel, Manfred Eppe, Erik Strahl, Stefan Wermter

CoRR, 2021

2020

Learning Timescales in Gated and Adaptive Continuous Time Recurrent Neural Networks.

Stefan Heinrich, Tayfun Alpay, Yukie Nagai

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Exploring Human-Robot Trust Through the Investment Game: An Immersive Space Mission Scenario.

Emy Arts, Sebastian Zörner, Kavish Bhatia, Glareh Mir, Florian Schmalzl, Ankit Srivastava, Brenda Vasiljevic, Tayfun Alpay, Annika Peters, Erik Strahl, Stefan Wermter

Proceedings of the HAI '20: 8th International Conference on Human-Agent Interaction, 2020

2019

Preserving activations in recurrent neural networks based on surprisal.

Tayfun Alpay, Fares Abawi, Stefan Wermter

Neurocomputing, 2019

Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones.

Hassan Ali, Shreyans Bhansali, Ilay Köksal, Matthias Möller, Theresa Pekarek-Rosin, Sachin Sharma, Ann-Katrin Thebille, Julian Tobergte, Sören Hübner, Aleksej Logacjov, Ozan Özdemir, Jose Rodriguez Parra, Mariela Sanchez, Nambiar Shruti Surendrakumar, Tayfun Alpay, Sascha S. Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter

Proceedings of the Social Robotics - 11th International Conference, 2019

Question Answering with Hierarchical Attention Networks.

Tayfun Alpay, Stefan Heinrich, Michael Nelskamp, Stefan Wermter

Proceedings of the International Joint Conference on Neural Networks, 2019

Designing a Personality-Driven Robot for a Human-Robot Interaction Scenario.

Hadi Beik-Mohammadi, Nikoletta Xirakia, Fares Abawi, Irina Barykina, Krishnan Chandran, Gitanjali Nair, Cuong Nguyen, Daniel Speck, Tayfun Alpay, Sascha S. Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Adaptive and Variational Continuous Time Recurrent Neural Networks.

Stefan Heinrich, Tayfun Alpay, Stefan Wermter

Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018

Towards End-to-End Raw Audio Music Synthesis.

Manfred Eppe, Tayfun Alpay, Stefan Wermter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

An analysis of subtask-dependency in robot command interpretation with dilated CNNs.

Manfred Eppe, Tayfun Alpay, Fares Abawi, Stefan Wermter

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Surprisal-based activation in recurrent neural networks.

Tayfun Alpay, Fares Abawi, Stefan Wermter

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Semi-supervised Phoneme Recognition with Recurrent Ladder Networks.

Marian Tietz, Tayfun Alpay, Johannes Twiefel, Stefan Wermter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016

Learning Multiple Timescales in Recurrent Neural Networks.

Tayfun Alpay, Stefan Heinrich, Stefan Wermter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016