1. 2021
  2. Published

    Age-invariant training for end-to-end child speech recognition using adversarial multi-task learning

    Rumberg, L., Ehlert, H., Lüdtke, U. & Ostermann, J., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. p. 1913-1917 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 3).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. Published

    Analyzing European Migrant-related Twitter Deliberations

    Khatua, A. & Nejdl, W., 2021, WWW '21: Companion Proceedings of the Web Conference 2021. p. 166-170 5 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  4. Published

    Challenges in the Development of Mobile Online Services in the Automotive Industry: A Case Study

    Prenner, N., Klünder, J., Nolting, M., Sniehotta, O. & Schneider, K., 2021, Proceedings - 2021 IEEE/ACM Joint 15th International Conference on Software and System Processes and 16th ACM/IEEE International Conference on Global Software Engineering, ICSSP/ICGSE 2021. Institute of Electrical and Electronics Engineers Inc., p. 22-32 11 p. 9461024

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. Published

    Context-Aware Layout to Image Generation with Enhanced Object Appearance

    He, S., Liao, W., Yang, M. Y., Yang, Y., Song, Y., Rosenhahn, B. & Xiang, T., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 15044-15053 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images

    Kluger, F., Ackermann, H., Brachmann, E., Yang, M. Y. & Rosenhahn, B., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 13065-13074 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. Published

    Exploring Dynamic Context for Multi-path Trajectory Prediction

    Cheng, H., Liao, W., Tang, X., Yang, M. Y., Sester, M. & Rosenhahn, B., 2021, Proceedings - IEEE International Conference on Robotics and Automation (ICRA). Institute of Electrical and Electronics Engineers Inc., p. 12795-12801 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Game State and Action Abstracting Monte Carlo Tree Search for General Strategy Game-Playing

    Dockhorn, A., Hurtado-Grueso, J., Jeurissen, D., Xu, L. & Perez-Liebana, D., 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. Published

    Graph Learning based Generation of Abstractions for Reinforcement Learning

    Xue, Y., Kudenko, D. & Khosla, M., 2021.

    Research output: Contribution to conferencePaperResearchpeer review

  10. Published

    Latent Property State Abstraction For Reinforcement learning

    Burden, J., Siahroudi, S. K. & Kudenko, D., 2021. 8 p.

    Research output: Contribution to conferencePaperResearchpeer review

  11. Multi-Objective Optimization and Decision-Making in Context Steering

    Dockhorn, A., Mostaghim, S., Kirst, M. & Zettwitz, M., 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  12. Published

    NEURAL NETWORK-BASED ERROR CONCEALMENT FOR VVC

    Benjak, M., Samayoa, Y. & Ostermann, J., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021. IEEE Computer Society, p. 2114-2118 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Published

    On Informative Tweet Identification for Tracking Mass Events

    João, R. S., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: ICAART 2021. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). p. 1266-1273 8 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  14. Published

    Ontology-Based Software Graphs for Supporting Code Comprehension During Onboarding.

    Nagel, L., Karras, O. & Klünder, J., 2021, 2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Baldassarre, M. T., Scanniello, G. & Skavhaug, A. (eds.). p. 158-165 8 p. (Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. Published

    Parameterised Counting in Logspace

    Haak, A., Meier, A., Prakash, O. & Rao, B. V. R., 2021, 38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021. Blaser, M. & Monmege, B. (eds.). p. 1-17 17 p. 40. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 187).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  16. Published

    Quantification of Preconditions for Processing Safety Relevant Vehicle Systems

    Noun, H., Urban-Seelmann, C., Abdelfattah, M., Rajesh, G., Mozgova, I. & Lachmayer, R., 2021, 2021 5th International Conference on System Reliability and Safety, ICSRS 2021. Institute of Electrical and Electronics Engineers Inc., p. 265-269 5 p. (2021 5th International Conference on System Reliability and Safety, ICSRS 2021).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  17. Published

    Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies

    Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: Volume 2: ICAART . Rocha, A. P., Steels, L. & van den Herik, J. (eds.). p. 237-245 9 p. (ICAART).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. Published

    Robust Regression for Monocular Depth Estimation

    Lienen, J., Nommensen, N., Ewerth, R. & Hüllermeier, E., 2021, p. 1001-1016. 16 p.

    Research output: Contribution to conferencePaperResearchpeer review

  19. Published

    ROXANNE Research Platform: Automate criminal investigations

    Fabien, M., Parida, S., Motlicek, P., Zhu, D., Krishnan, A. & Nguyen, H. H., 2021, 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. p. 2156-2158 3 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 3).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Systematic Mapping Study on the Machine Learning Lifecycle

    Xie, Y., Miranda da Cruz, L., Heck, P. & Rellermeyer, J., 2021, Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021. p. 70-73 4 p. 9474380

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  21. Published

    Virtual Element Formulation For Finite Strain Elastodynamics: Dedicated to Professor Karl Stark Pister for his 95th birthday

    Cihan, M., Aldakheel, F., Hudobivnik, B. & Wriggers, P., 2021, In: CMES - Computer Modeling in Engineering and Sciences. 129, 3, p. 1151-1180 30 p.

    Research output: Contribution to journalArticleResearchpeer review