Signal Processing and Speech Communication Laboratory
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Martin Ratajczak

Email
martin.ratajczak@tugraz.at
Student Projects
PhD Theses
Publications
  • Preprint Ratajczak M., Tschiatschek S. & Pernkopf F. (2018) Sum-Product Networks for Structured Prediction.. [more info]
  • Journal article Morales-Cordovilla J., Sanchez V. & Ratajczak M. (2018) Protein alignment based on higher order conditional random fields for template-based modeling. in PLoS ONE, 13(6). [more info] [doi]
  • Conference paper Ratajczak M., Tschiatschek S. & Pernkopf F. (2017) Frame and Segment Level Recurrent Neural Networks for Phone Classification.. [more info]
  • Conference paper Ratajczak M., Tschiatschek S. & Pernkopf F. (2016) Virtual Adversarial Training Applied to Neural Higher-Order Factors for Phone Classification.. [more info]
  • Conference paper Ratajczak M., Tschiatschek S. & Pernkopf F. (2015) Structured Regularizer for Neural Higher-Order Sequence Models. (pp. x-x). [more info]
  • Conference paper Ratajczak M., Tschiatschek S. & Pernkopf F. (2015) Neural Higher-Order Factors in Conditional Random Fields for Phoneme Classification. (pp. x-x). [more info]
  • Conference paper Ratajczak M., Tschiatschek S. & Pernkopf F. (2014) Context-Specic Deep Conditional Random Fields for Structured Prediction. (pp. 1-8). [more info]