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"Learning Multi-Object Symbols for Manipulation with Attentive Deep Effect Predictors"
— Alper Ahmetoglu, Erhan Oztop, Emre Ugur
— arXiv:2208.01021 (2022)
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"DeepSym: Deep Symbol Generation and Rule Learning from Unsupervised Continuous Robot Interaction for Planning"
— Alper Ahmetoglu, M. Yunus Seker, Justus Piater, Erhan Oztop, Emre Ugur
—
JAIR, 75 (2022), 709-745
—
video, code
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"High-level Features for Resource Economy and Fast Learning in Skill Transfer"
— Alper Ahmetoglu, Emre Ugur, Minoru Asada, Erhan Oztop
— Advanced Robotics, 36.5-6 (2022), 291-303
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"Imitation and Mirror Systems in Robots through Deep Modality Blending Networks"
— M. Yunus Seker, Alper Ahmetoglu, Yukie Nagai, Minoru Asada, Erhan Oztop, Emre Ugur
— Neural Networks, 146 (2022), 22-35
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"Graph2Pix: A Graph-Based Image to Image Translation Framework"
— Dilara Gokay, Enis Simsar, Efehan Atici, Alper Ahmetoglu, Atif Emre Yuksel, Pinar Yanardag
— AIM 2021 Workshop at ICCV
— project page,
video,
code
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"Hierarchical Multitask Learning Approach for BERT"
— Cagla Aksoy, Alper Ahmetoglu, Tunga Gungor
— arXiv:2011.04451 (2020)
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"Hierarchical Mixture of Generators for Adversarial Learning"
— Alper Ahmetoglu, Ethem Alpaydin
— ICPR 2020 (oral)
— project page, video, slides, code
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"Convolutional Soft Decision Trees"
— Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin
— ICANN 2018 (oral)
— slides