Publications

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2020

Kochupillai, Mrinalini; Lütge, Christoph; Poszler, Franziska

Programming Away Human Rights and Responsibilities? “The Moral Machine Experiment” and the Need for a More “Humane” AV Future Journal Article

NanoEthics, 14 (3), pp. 285-299, 2020, ISSN: 18714765.

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Brinkmann, Johannes; Kochupillai, Mrinalini

Law, Business, and Legitimacy Book Chapter

pp. 489-507, Elsevier BV, 2020, ISSN: 3030146219.

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Mou, Lichao; Hua, Yuansheng; Jin, Pu; Zhu, Xiao Xiang; Member, Senior

ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos Journal Article

IEEE Geoscience and Remote Sensing Magazine, 2020, (in press).

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Behrens, Freya; Sauder, Jonathan; Jung, Peter

Neurally Augmented ALISTA Journal Article

2020.

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Rußwurm, Marc; Ali, Mohsin; Zhu, Xiaoxiang; Gal, Yarin; Körner, Marco

Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models Inproceedings

IGARSS 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 1–4, IEEE 2020.

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2019

Hua, Yuansheng; Mou, Lichao; Zhu, Xiao Xiang

Relation Network for Multi-label Aerial Image Classification Journal Article

IEEE Transactions on Geoscience and Remote Sensing, 58 (7), pp. 4558-4572, 2019.

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in press. Lin, Lichao Mou Yuansheng Hua Xiao Xiang Zhu Jane Wang Tianze Yu Jianzhe Z

SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Journal Article

IEEE Transactions on Geoscience and Remote Sensing, 0000.

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Kandala, Hitesh ; Saha, Sudipan ; Banerjee, Biplab ; Zhu, Xiao Xiang

Exploring Transformer and Multi-label Classification for Remote Sensing Image Captioning Journal Article

IEEE Geoscience and Remote Sensing Letters, 0000.

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Our project is done in close collaboration with the Technical University of Munich. In particular with the TUM Data Science in Earth Observation (Sipeo) group. The complete list of associated publications might be also interesting for you and is available here.

Artificial Intelligence for Earth Observation