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Jahr: 2021
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  1. Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

    Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations

    In: IEEE Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2021), June …

  2. Moritz Willig; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    The Causal Loss: Driving Correlation to Imply Causation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12066, Pages 0-10, arXiv, 2021.

  3. Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    On the Tractability of Neural Causal Inference

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12052, Pages 0-10, arXiv, 2021.

  4. Xiaoting Shao; Arseny Skryagin; Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

    Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions

    In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI Conference on Artificial Intelligence (AAAI-2021), Pages 9533-9540, AAAI …

  5. Sophie Burkhardt; Jannis Brugger; Nicolas Wagner; Zahra Ahmadi; Kristian Kersting; Stefan Kramer

    Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

    In: Frontiers in Artificial Intelligence, Vol. 4, Pages 0-10, Frontiers, 2021.

  6. Plinio Moreno; Alexandre Bernardino; José Santos-Victor; Rodrigo M. M. Ventura; Kristian Kersting

    Editorial: Robots that Learn and Reason: Towards Learning Logic Rules from Noisy Data

    In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

  7. Nandini Ramanan; Gautam Kunapuli; Tushar Khot; Bahare Fatemi; Seyed Mehran Kazemi; David Poole; Kristian Kersting; Sriraam Natarajan

    Structure learning for relational logistic regression: an ensemble approach

    In: Data Mining and Knowledge Discovery, Vol. 35, No. 5, Pages 2089-2111, Springer, 2021.

  8. Paul Strenge; Birgit Lange; Christin Grill; Wolfgang Draxinger; Veit Danicke; Dirk Theisen-Kunde; Heinz Handels; Matteo Mario Bonsanto; Christian Hagel; Robert Huber; others

    Comparison of two optical coherence tomography systems to identify human brain tumor

    In: Proceedings Volume 11924, Optical Coherence Imaging Techniques and Imaging in Scattering Media IV. European Conferences on Biomedical Optics …

  9. Julia Andresen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

    New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks

    In: Olivier Commowick; Frédéric Cervenansky; François Cotton; Michel Dojat (Hrsg.). MICCAI2021 - MSSEG-2 challenge proceedings: Multiple sclerosis new …

  10. Christoph Palm; Thomas Deserno; Heinz Handels; Andreas Maier; Klaus Maier-Hein; Thomas Tolxdorff; Christian Heinrich; Samad Koita; Mohammad Taufeeque; Nicolai Spicher

    Multi-camera, Multi-person, and Real-time Fall Detection using Long Short Term Memory

    In: Bildverarbeitung für die Medizin 2021proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Workshop …

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