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Flamingo: a Visual Language Model for Few-Shot Learning


Apr 29, 2022
Jean-Baptiste Alayrac , Jeff Donahue , Pauline Luc , Antoine Miech , Iain Barr , Yana Hasson , Karel Lenc , Arthur Mensch , Katie Millican , Malcolm Reynolds , Roman Ring , Eliza Rutherford , Serkan Cabi , Tengda Han , Zhitao Gong , Sina Samangooei , Marianne Monteiro , Jacob Menick , Sebastian Borgeaud , Andrew Brock , Aida Nematzadeh , Sahand Sharifzadeh , Mikolaj Binkowski , Ricardo Barreira , Oriol Vinyals , Andrew Zisserman , Karen Simonyan


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Relationformer: A Unified Framework for Image-to-Graph Generation


Mar 19, 2022
Suprosanna Shit , Rajat Koner , Bastian Wittmann , Johannes Paetzold , Ivan Ezhov , Hongwei Li , Jiazhen Pan , Sahand Sharifzadeh , Georgios Kaissis , Volker Tresp , Bjoern Menze


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The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding


Oct 06, 2021
Volker Tresp , Sahand Sharifzadeh , Hang Li , Dario Konopatzki , Yunpu Ma


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Improving Visual Reasoning by Exploiting The Knowledge in Texts


Feb 09, 2021
Sahand Sharifzadeh , Sina Moayed Baharlou , Martin Schmitt , Hinrich Schütze , Volker Tresp


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Classification by Attention: Scene Graph Classification with Prior Knowledge


Dec 17, 2020
Sahand Sharifzadeh , Sina Moayed Baharlou , Volker Tresp

* Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-2021) 

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PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings


Jul 30, 2020
Mehdi Ali , Max Berrendorf , Charles Tapley Hoyt , Laurent Vermue , Sahand Sharifzadeh , Volker Tresp , Jens Lehmann


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PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Emebddings


Jul 28, 2020
Mehdi Ali , Max Berrendorf , Charles Tapley Hoyt , Laurent Vermue , Sahand Sharifzadeh , Volker Tresp , Jens Lehmann


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Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework


Jun 23, 2020
Mehdi Ali , Max Berrendorf , Charles Tapley Hoyt , Laurent Vermue , Mikhail Galkin , Sahand Sharifzadeh , Asja Fischer , Volker Tresp , Jens Lehmann


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