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Publications

Displaying results 141 to 150 of 563.

  1. Benjamin Paaßen; Irena Koprinska; Kalina Yacef

    Recursive tree grammar autoencoders

    In: Peggy Cellier; Krzysztof Dembczynski; Albrecht Zimmermann; Emilie Devijver (Hrsg.). Machine Learning, Vol. Special Issue of the ECML PKDD 2022 Journal Track, Pages 1-31, Springer, 2022.

  2. Maximilian Hoffmann; Ralph Bergmann

    Improving Automated Hyperparameter Optimization with Case-Based Reasoning

    In: Mark T. Keane; Nirmalie Wiratunga (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR), Springer, Cham, 2022.

  3. Dipam Goswami; René Schuster; Didier Stricker

    Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation

    In: Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 2-7, Waikoloa, HI, USA, IEEE, 2023.

  4. Hamraz Javaheri; Sencer Melih Deniz; Juan Felipe Vargas; Dogan Urgun; Fariza Sabit; Mahmut Tok; Mehmet Haklidir; Bo Zhou; Paul Lukowicz

    Prediction of Lifted Weight Category Using EEG Equipped Headgear

    In: IEEÉ-BHI-BSN 2022. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-22), IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’22) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN’22, Ioannina, Greece, IEEE EMBS, 2022.

  5. Huy Phan; Thi Ngoc Tho Nguyen; Philipp Koch; Alfred Mertins

    Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?

    In: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing. International Conference on Acoustics, Speech and Signal Processing (ICASSP-2022), Pages 8877-8881, IEEE, 2022.

  6. Huy Phan; Alfred Mertins; Mathias Baumert

    Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods

    In: IEEE Transactions on Biomedical Engineering (TBME), Vol. Early Access, Pages 1-1, IEEE, 2022.

  7. Huy Phan; Kaare Mikkelsen; Oliver Y. Chén; Philipp Koch; Alfred Mertins; Maarten De Vos

    SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification

    In: IEEE Transactions on Biomedical Engineering (TBME), Vol. 69, No. 8, Pages 2456-2467, IEEE, 2022.

  8. Tim J. Parbs; Philipp Koch; Alfred Mertins

    Convolutive Attention for Image Registration

    In: Proc. European Signal Processing Conference. European Signal Processing Conference (EUSIPCO-2022), August 28 - September 2, Belgrade, Serbia, Pages 1348-1352, IEEE, 2022.

  9. Qiuheng Zhou; Wei Jiang; Donglin Wang; Hans Dieter Schotten (Hrsg.)

    Performance Evaluation over DL-Based Channel Prediction Algorithm on Realistic CSI

    IEEE Vehicular Technology Conference (VTC-2022), September 26-29, London, United Kingdom, IEEE, 2022.

  10. Jessica Bielski; Burak Mete; Viktor Eisenstadt; Christoph Langenhan; Frank Petzold; Andreas Dengel; Klaus-Dieter Althoff

    Chasing the White Rabbit: A case study of predicting design phases of architects by training a deep neural network with sketch recognition through a digital drawing board

    In: Proceedings of the 13th International Conference on Computational Creativity. International Conference on Computational Creativity (ICCC-22), 13th, June 27 - July 1, Bolzano, Italy, Pages 73-77, ISBN 978-989-54160-4-2, Association for Computational Creativity (ACC), 6/2022.

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