Plant, Claudia

16 publications

NeurIPS 2025 Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres Walid Durani, Collin Leiber, Khalid Durani, Claudia Plant, Christian Böhm

ICLR 2025 Breaking the Reclustering Barrier in Centroid-Based Deep Clustering Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant

NeurIPS 2025 H-SPLID: HSIC-Based Saliency Preserving Latent Information Decomposition Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii, Theodoros Thirimachos Davarakis, Prudence Lam, Claudia Plant, Jennifer Dy, Stratis Ioannidis

ICCV 2025 MultiADS: Defect-Aware Supervision for Multi-Type Anomaly Detection and Segmentation in Zero-Shot Learning Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab, Claudia Plant

ICLRW 2025 ReSL: Enhancing Deep Clustering Through Reset-Based Self-Labeling Andrii Shkabrii, Timo Klein, Lukas Miklautz, Sebastian Tschiatschek, Claudia Plant

NeurIPS 2025 Ultrametric Cluster Hierarchies: I Want ‘em All! Andrew Draganov, Pascal Weber, Rasmus Skibdahl Melanchton Jørgensen, Anna Beer, Claudia Plant, Ira Assent

ICML 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel Walid Durani, Tobias Nitzl, Claudia Plant, Christian Böhm

AAAI 2022 Causal Discovery in Hawkes Processes by Minimum Description Length Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant

IJCAI 2021 Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant

AAAI 2020 Deep Embedded Non-Redundant Clustering Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Böhm, Claudia Plant

ECML-PKDD 2020 Poisson Graphical Granger Causality by Minimum Message Length Katerina Hlavácková-Schindler, Claudia Plant

ECML-PKDD 2020 Utilizing Structure-Rich Features to Improve Clustering Benjamin Schelling, Lena Greta Marie Bauer, Sahar Behzadi, Claudia Plant

AAAI 2019 Network Structure and Transfer Behaviors Embedding via Deep Prediction Model Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Böhm

ECML-PKDD 2017 Attributed Graph Clustering with Unimodal Normalized Cut Wei Ye, Linfei Zhou, Xin Sun, Claudia Plant, Christian Böhm

ECML-PKDD 2010 ITCH: Information-Theoretic Cluster Hierarchies Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther

ECML-PKDD 2010 Synchronization Based Outlier Detection Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant