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Publications

Displaying results 41 to 50 of 62.
  1. Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

    A Robust Hybrid Approach for Textual Document Classification

    In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR-2019), September 20-25, Sydney, Australia, IEEE, 9/2019.

  2. Patrick Helber; Bradley Gram-Hansen; Indhu Varatharajan; Faiza Azam; Alejandro Coca-Castro; Veronika Kopackova; Piotr Bilinski

    Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data

    In: AI for Social Good Workshop. International Conference on Learning Representations (ICLR), May 6-9, New Orleans, LA, USA, ICLR, 2019.

  3. Mohsin Munir; Shoaib Ahmed Siddiqui; Ferdinand Küsters; Dominique Mercier; Andreas Dengel; Sheraz Ahmed

    TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features

    In: ICANN. International Conference on Artificial Neural Networks (ICANN-2019), September 17-19, Munich, Germany, Pages 426-439, Vol. 11731, ISBN …

  4. Gencer Sümbül; Marcela Charfuelan Oliva; Begüm Demir; Volker Markl

    BIGEARTHNET: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

    In: IEEE International Conference on Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium …

  5. Simple and effective deep hand shape and pose regression from a single depth image

    In: Computers & Graphics (CAG), Vol. 85, Pages 85-91, ELSEVIER, 10/2019.

  6. Tim Dahmen; Pavel Potocek; Patrick Trampert; Maurice Peemen; Remco Schoenmakers

    Sparse Scanning Electron Microscopy and Deep Learning for Imaging and Segmentation of Neuron Structures

    In: Microscopy & Microanalysis 25. Microscopy & Microanalysis (M&M-2019), August 4-8, Portland, Oregon, USA, Cambridge University Press, 8/2019.

  7. Tim Dahmen; Patrick Trampert; Faysal Boughorbel; Janis Sprenger; Matthias Klusch; Klaus Fischer; Christian Kübel; Philipp Slusallek

    Digital reality: a model-based approach to supervised learning from synthetic data

    In: AI Perspectives, Vol. 1, Pages 1-12, Springer, 2019.

  8. Patrick Lübbecke; Nijat Mehdiyev; Peter Fettke

    Substitution of hazardous chemical substances using Deep Learning and t-SNE

    In: Proceedings der Internationalen Tagung Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI-2019), Human Practice. Digital …

  9. Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

    In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2019.

  10. Florian Pusse; Matthias Klusch

    Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars

    In: 30th IEEE International Intelligent Vehicle Symposium (IV 2019). IEEE Intelligent Vehicles Symposium (IV-19), June 9-12, Paris, France, IEEE …