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Picture for Georg Heigold

Conditional Object-Centric Learning from Video

Nov 24, 2021
Thomas Kipf, Gamaleldin F. Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff

* Project page at 

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ViViT: A Video Vision Transformer

Mar 29, 2021
Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid

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An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Oct 22, 2020
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby

* Fine-tuning code and pre-trained models are available at 

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Object-Centric Learning with Slot Attention

Jun 26, 2020
Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf

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Cross-lingual, Character-Level Neural Morphological Tagging

Aug 30, 2017
Ryan Cotterell, Georg Heigold

* EMNLP 2017 

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Neural Morphological Tagging from Characters for Morphologically Rich Languages

Jun 21, 2016
Georg Heigold, Guenter Neumann, Josef van Genabith

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End-to-End Text-Dependent Speaker Verification

Sep 27, 2015
Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer

* submitted to ICASSP 2016 

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