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Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification



Michail Tarasiou , Stefanos Zafeiriou

* Self-supervised pre-training for semantic segmentation. Replacement to random initialization 

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DeepSatData: Building large scale datasets of satellite images for training machine learning models



Michail Tarasiou , Stefanos Zafeiriou

* 6 pages, 3 figures 

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Context-self contrastive pretraining for crop type semantic segmentation



Michail Tarasiou , Riza Alp Guler , Stefanos Zafeiriou

* 11 pages, 7 figures 

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Using Fully Convolutional Neural Networks to detect manipulated images in videos



Michail Tarasiou , Stefanos Zafeiriou

* 8 pages 

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Synthesising 3D Facial Motion from "In-the-Wild" Speech



Panagiotis Tzirakis , Athanasios Papaioannou , Alexander Lattas , Michail Tarasiou , Björn Schuller , Stefanos Zafeiriou


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