Miklautz, Lukas

8 publications

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

ICLR 2025 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations Benedikt Alkin, Lukas Miklautz, Sepp Hochreiter, Johannes Brandstetter

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

AAAI 2024 Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner, Benedikt Alkin, Andreas Fürst, Elisabeth Rumetshofer, Lukas Miklautz, Sepp Hochreiter

NeurIPSW 2024 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin, Lukas Miklautz, Sepp Hochreiter, Johannes Brandstetter

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