1. Long-Term Image Boundary Prediction
    Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, and Mario Fritz.
    In: AAAI 2018.

  2. Towards Holistic Machines: From Visual Recognition To Question Answering About Real-world Image
    Mateusz Malinowski.
    In: PhD Thesis. Saarland University 2017.

  3. Ask Your Neurons: A Deep Learning Approach to Visual Question Answering
    Mateusz Malinowski, Marcus Rohrbach, and Mario Fritz.
    In: IJCV 2017.

  4. A simple neural network module for relational reasoning
    Adam Santoro, David Raposo, David Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, Timothy Lillicrap.
    In: NIPS 2017 (Spotlight).

  5. Tutorial on Answering Questions about Images with Deep Learning
    Mateusz Malinowski and Mario Fritz.
    In: IV&LSS 2016.

  6. Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries
    Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling, and Mario Fritz.
    In: ICMR 2016.

  7. Multi-Cue Zero-Shot Learning with Strong Supervision
    Zeynep Akata, Mateusz Malinowski, Mario Fritz, and Bernt Schiele.
    In: CVPR 2016.

  8. Ask Your Neurons Again: Analysis of Deep Methods with Global Image Representation
    Mateusz Malinowski, Marcus Rohrbach, and Mario Fritz.
    In: CVPR Workshop on VQA 2016.

  9. Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task
    Ashkan Mokarian, Mateusz Malinowski, and Mario Fritz.
    In: BMVC 2016.

  10. Long Term Boundary Extrapolation for Deterministic Motion
    Apratim Bhattacharyya, Mateusz Malinowski, and Mario Fritz.
    In: NIPS Workshop on Intuitive Physics 2016.

  11. Ask Your Neurons: A Neural-based Approach to Answering Questions about Images
    Mateusz Malinowski, Marcus Rohrbach, and Mario Fritz.
    In: ICCV 2015 (Oral).

  12. Hard to Cheat: A Turing Test based on Answering Questions about Images
    Mateusz Malinowski and Mario Fritz.
    In: AAAI: Beyond the Turing Test 2015.


  13. Towards a Visual Turing Challenge
    Mateusz Malinowski and Mario Fritz.
    In: NIPS Workshop on Learning Semantics 2014.

  14. A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation
    Mateusz Malinowski and Mario Fritz.
    In: Technical Report 2014.

  15. Learning Smooth Pooling Regions for Visual Recognition
    Mateusz Malinowski and Mario Fritz.
    In: BMVC 2013.

  16. Learnable Pooling Regions for Image Classification
    Mateusz Malinowski and Mario Fritz.
    In: ICLR Workshop 2013.

  17. Optimization Algorithms in the Reconstruction of MR Images: A Comparative Study
    Mateusz Malinowski.
    In: Masters Thesis. Saarland University 2011.