Items where Author is "Leiber, Collin"

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Number of items: 15.

Journal Paper

  • Breaking the Reclustering Barrier in Centroid-based Deep Clustering
    Miklautz, Lukas and Klein, Timo and Sidak, Kevin and Leiber, Collin and Lang, Thomas and Shkabrii, Andrii and Tschiatschek, Sebastian and Plant, Claudia CoRR, abs/24. ISSN 2331-8422 (2024)

  • Text-Guided Alternative Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and de Araujo, Pedro Henrique Luz and Repas, Dominik and Plant, Claudia and Roth, Benjamin CoRR, abs/24. ISSN 2331-8422 (2024)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • SHADE: Deep Density-based Clustering
    Beer, Anna and Weber, Pascal and Miklautz, Lukas and Leiber, Collin and Durani, Walid and Böhm, Christian and Claudia, Plant In: IEEE International Conference on Data Mining (ICDM) 2024 , 9 Dec - 12 Dec 2024 , Abu Dhabi (2024)

  • Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms
    Jahn, Philipp and Frey, Christian M. M. and Beer, Anna and Leiber, Collin and Seidl, Thomas In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VII , 9-13 Sep 2024 , Vilnius, Lithuania (2024)

  • Text-Guided Alternative Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and Luz de Araujo, Pedro Henrique and Repas, Dominik and Plant, Claudia and Roth, Benjamin In: In Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024) , August 11–16, 2024 , Bangkok, Thailand (2024)

  • k-SubMix: Common Subspace Clustering on Mixed-Type Data
    Klein, Mauritius and Leiber, Collin and Böhm, Christian In: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I , 18-22 Sep 2023 , Turin, Italy (2023)

  • Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering
    Bauer, Lena G. M. and Leiber, Collin and Böhm, Christian and Plant, Claudia In: Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023 , 27-29 Apr 2023 , Minneapolis, Minnesota, U.S. (2023)

  • Application of Deep Clustering Algorithms
    Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian In: 32nd ACM International Conference on Information and Knowledge Management , 21.10.2023 - 25.10.2023 , Birmingham, United Kingdom (2023)

  • Benchmarking Deep Clustering Algorithms With ClustPy
    Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2023 - Workshops, Shanghai, China, December 4, 2023 , 1-4 Dec 2023 , Shanghai, China (2023)

  • Non-Redundant Image Clustering of Early Medieval Glass Beads
    Miklautz, Lukas and Shkabrii, Andrii and Leiber, Collin and Tobias, Bendeguz and Seidl, Benedict and Weissensteiner, Elisabeth and Rausch, Andreas and Böhm, Christian and Plant, Claudia In: The 10th IEEE International Conference on Data Science and Advanced Analytics , 9-13 Oct 2023 , Thessaloniki, Greece (2023)

  • k-SubMix: Common Subspace Clustering on Mixed-Type Data
    Klein, Mauritius and Leiber, Collin and Böhm, Christian In: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I , 18-22 Sep 2023 , Torino, Italy (2023)

  • Automatic Parameter Selection for Non-Redundant Clustering
    Leiber, Collin and Mautz, Dominik and Plant, Claudia and Böhm, Christian In: Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022 , 28-30 April 2022 , Alexandria, Virginia, USA (2022)

  • The DipEncoder: Enforcing Multimodality in Autoencoders
    Leiber, Collin and Bauer, Lena G. M. and Neumayr, Michael and Plant, Claudia and Böhm, Christian In: KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022 , 14-18 Aug 2022 , Washington DC, USA (2022)

  • Dip-based Deep Embedded Clustering with k-Estimation
    Bauer, Lena G. M. and Leiber, Collin and Schelling, Benjamin and Böhm, Christian and Plant, Claudia In: 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD) , 14.-18.08.2021 , Singapore (2021)

    • Technical Report

  • Breaking the Reclustering Barrier in Centroid-based Deep Clustering
    Miklautz, Lukas and Klein, Timo and Sidak, Kevin and Leiber, Collin and Lang, Thomas and Shkabrii, Andrii and Tschiatschek, Sebastian and Plant, Claudia Technical Report. UNSPECIFIED (Submitted) (2024)

    • This list was generated on Sat May 31 08:10:08 2025 CEST.
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