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Institute of Information Processing

Organisational unit: Institute

Type of address: Visitor address.
Appelstraße 9A
30167
Hannover
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1 - 20 out of 700Page size: 20

Publications

  1. 2024
  2. Published

    Self-supervised domain adaptation for machinery remaining useful life prediction

    Le Xuan, Q., Munderloh, M. & Ostermann, J., Oct 2024, In: Reliability Engineering and System Safety. 250, 16 p., 110296.

    Research output: Contribution to journal › Article › Research › peer review

  3. Accepted/In press

    Towards Enhancing Predictive Representations using Relational Structure in Reinforcement Learning

    Mohan, A. & Lindauer, M., 30 Sept 2024, (Accepted/In press) The 17th European Workshop on Reinforcement Learning (EWRL 2024).

    Research output: Chapter in book/report/conference proceeding › Conference abstract › Research › peer review

  4. Published

    A Touch of Gold: Spraying and Electroplating 3D Prints to Create Biocompatible On-Skin Wearables

    Duente, T., Schrapel, M., Schulte, J., Janssen, N., Al-Azzawi, I. & Rohs, M., 21 Sept 2024, MobileHCI 2024 Adjunct Proceedings - Publication of the 26th International Conference on Mobile Human-Computer Interaction. 1

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  5. Published

    Simple quantum algorithm to efficiently prepare sparse states

    Ramacciotti, D., Lefterovici, A. I. & Rotundo, A. F., 10 Sept 2024, In: Physical Review A. 110, 3, p. 032609 10 p., 032609.

    Research output: Contribution to journal › Article › Research › peer review

  6. Published

    Robust Shape Fitting for 3D Scene Abstraction

    Kluger, F., Brachmann, E., Yang, M. Y. & Rosenhahn, B., Sept 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 9, p. 6306-6325 20 p.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Quantum normalizing flows for anomaly detection

    Rosenhahn, B. & Hirche, C., 28 Aug 2024, In: Physical Review A. 110, 2, 022443.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios

    Apeldoorn, D., Dockhorn, A. & Panholzer, T., 1 Aug 2024, GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. p. 1-2 2 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  9. E-pub ahead of print

    Quantized Inverse Design for Photonic Integrated Circuits

    Schubert, F., Bethmann, K., Mahlau, Y., Hartmann, F., Caspary, R., Munderloh, M., Ostermann, J. & Rosenhahn, B., 14 Jul 2024, (E-pub ahead of print) 19 p.

    Research output: Working paper/Preprint › Preprint

  10. Published

    A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data

    Liu, B., Rosenhahn, B., Illig, T. & DeLuca, D. S., 3 Jul 2024, In: PLoS Computational Biology. 20, 7 , 22 p., e1011198.

    Research output: Contribution to journal › Article › Research › peer review

  11. Published

    Acoustic Emission Detection in Noisy Environments using Linear Prediction

    Lange, A., Xu, R., Kaeding, M., Marx, S. & Ostermann, J., 1 Jul 2024, Proceedings of the 11th European Workshop on Structural Health Monitoring: EWSHM 2024. p. 11

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  12. Published

    Electrochemical Degradation of Molecularly Imprinted Polymers for Future Applications of Inflammation Sensing in Cochlear Implants

    Nguyen, M. H., Onken, A., Sündermann, J., Shamsuyeva, M., Singla, P., Depuydt, T., Peeters, M., Wagner, P., Bethmann, K., Körner, J., Endres, H. J., Lenarz, T. & Doll, T., 11 Jun 2024, In: ACS Omega. 9, 23, p. 25223–25238 16 p.

    Research output: Contribution to journal › Article › Research › peer review

  13. E-pub ahead of print

    Distribution-Aware Multi-Label FixMatch for Semi-Supervised Learning on CheXpert.

    Ihler, S., Kuhnke, F., Kuhlgatz, T. & Seel, T., 1 Jun 2024, (E-pub ahead of print) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. p. 2295-2304 10 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  14. E-pub ahead of print

    SplatPose Detect: Pose-Agnostic 3D Anomaly Detection

    Kruse, M., Rudolph, M., Woiwode, D. & Rosenhahn, B., 1 Jun 2024, (E-pub ahead of print) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. p. 3950-3960 11 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  15. Published

    Genie: the first open-source ISO/IEC encoder for genomic data

    Müntefering, F., Adhisantoso, Y. G., Chandak, S., Ostermann, J., Hernaez, M. & Voges, J., 9 May 2024, In: Communications Biology. 7, 1, 10 p., 553.

    Research output: Contribution to journal › Article › Research › peer review

  16. Published

    Validation of the predictive value of BDNF -87 methylation for antidepressant treatment success in severely depressed patients—a randomized rater-blinded trial

    Maier, H. B., Neyazi, A., Bundies, G. L., Meyer-Bockenkamp, F., Bleich, S., Pathak, H., Ziert, Y., Neuhaus, B., Müller, F. J., Pollmann, I., Illig, T., Mücke, S., Müller, M., Möller, B. K., Oeltze-Jafra, S., Kacprowski, T., Voges, J., Müntefering, F., Scheiber, J., Reif, A., Aichholzer, M., Reif-Leonhard, C., Schmidt-Kassow, M., Hegerl, U., Reich, H., Unterecker, S., Weber, H., Deckert, J., Bössel-Debbert, N., Grabe, H. J., Lucht, M. & Frieling, H., 9 Apr 2024, In: TRIALS. 25, 1, 247.

    Research output: Contribution to journal › Article › Research › peer review

  17. Published

    PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus

    Kluger, F. & Rosenhahn, B., 24 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. p. 2804-2812 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  18. Published

    Q-SENN: Quantized Self-Explaining Neural Networks

    Norrenbrock, T., Rudolph, M. & Rosenhahn, B., 24 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21482-21491 10 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  19. Published

    Matched Filter for Acoustic Emission Monitoring in Noisy Environments: Application to Wire Break Detection

    Lange, A., Xu, R., Kaeding, M., Ostermann, J. & Marx, S., 20 Feb 2024, In: Acoustics. 6, 1, p. 204-218 15 p.

    Research output: Contribution to journal › Article › Research › peer review

  20. Published

    Guest Editorial: AI-eXplained (Part II)

    Chung, P. C., Dockhorn, A. & Huang, J. W., 8 Feb 2024, In: IEEE Computational Intelligence Magazine. 19, 1, p. 76-77 2 p.

    Research output: Contribution to journal › Editorial in journal › Research › peer review

  21. Published

    Blind extraction of guitar effects through blind system inversion and neural guitar effect modeling

    Hinrichs, R., Gerkens, K., Lange, A. & Ostermann, J., 7 Feb 2024, In: Eurasip Journal on Audio, Speech, and Music Processing. 2024, 9, 17 p., 9.

    Research output: Contribution to journal › Article › Research › peer review

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