Conferences and Journals

  1. Palacio, S., Folz, J., Hees, J., Raue, F., & Dengel, A. (2018). What do Deep Networks Like to See. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Website Accepted for publication.
  2. Mozaffari Chanijani, S. S., Raue, F., Agne, S., Bukhari, S. S., & Dengel, A. (2018). Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. In User Interfaces for Spatial-Temporal Data Analysis Workshops (UISTDA), Proceedings of the 23rd International Conference on Intelligent User Interfaces. ACM. Website Accepted for publication.
  3. Raue, F., Dengel, A., Breuel, T. M., & Liwicki, M. (2018). Symbol Grounding Association in Multimodal Sequences with Missing Elements. In Journal of Artificial Intelligence Research (JAIR) – Special Track on Deep Learning, Knowledge Representation, and Reasoning. Website Accepted for publication.
  4. Raue, F., Palacio, S., Dengel, A., & Liwicki, M. (2017). Classless Association using Neural Networks. In International Conference on Artificial Neural Networks (ICANN) 2017. Website
  5. Raue, F., Liwicki, M., & Dengel, A. (2016). Symbolic Association Learning inspired by the Symbol Grounding Problem. In Workshop New Challenges in Neural Computation (NC^2). Website
  6. Raue, F., Palacio, S., Breuel, T. M., Byeon, W., Dengel, A., & Liwicki, M. (2016). Multimodal Symbolic Association using Parallel Multilayer Perceptron. In International Conference on Artificial Neural Networks (ICANN) 2016. Website
  7. Raue, F., Byeon, W., Breuel, T. M., & Liwicki, M. (2015). Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. In Workshop Cognitive Computation: Integrating Neural and Symbolic Approaches at NIPS 2015. Website
  8. Raue, F., Byeon, W., Breuel, T. M., & Liwicki, M. (2015). Parallel Sequence Classification using Recurrent Neural Networks and Alignment. In Document Analysis and Recognition (ICDAR), 2015 13th International Conference on (pp. 581–585). IEEE.
  9. Byeon, W., Breuel, T. M., Raue, F., & Liwicki, M. (2015). Scene Labeling with LSTM Recurrent Neural Networks. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 3547–3555).

Invited Talks

  1. Raue, F., Palacio, S., Dengel, A., & Liwicki, M. (2016). Unsupervised Association using Multilayer Perceptron. Online, Poster presented at Deep Learning Summer School, 1st-8th August, Montreal-Canada. Website
  2. Raue, F., Palacio, S., Breuel, T., Byeon, W., Dengel, A., & Liwicki, M. (2015). Multimodal Symbolic Association using Parallel Multilayer Perceptron. Online, Poster presented at Multimodal Machine Learning Workshop (MMML), 11th December, Montreal-Canada. Website
  3. Byeon, W., Breuel, T., Raue, F., & Liwicki, M. (2015). Scene Labeling with LSTM Recurrent Neural Networks. Online, Poster presented at SUNw: Scene Understanding Workshop, 12th June, Boston-USA. Website