| 2024 | AISTATS | Learning Sparse Codes with Entropy-Based ELBOs. | Dmytro Velychko, Simon Damm, Asja Fischer, Jrg Lcke |
| 2024 | Interspeech | Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting. | Veranika Boukun, Jakob Drefs, Jrg Lcke |
| 2023 | AISTATS | The ELBO of Variational Autoencoders Converges to a Sum of Entropies. | Simon Damm, Dennis Forster, Dmytro Velychko, Zhenwen Dai, Asja Fischer, Jrg Lcke |
| 2018 | AISTATS | Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means. | Dennis Forster, Jrg Lcke |
| 2018 | GECCO | Evolutionary expectation maximization. | Enrico Guiraud, Jakob Drefs, Jrg Lcke |
| 2017 | IJCNN | Truncated variational EM for semi-supervised neural simpletrons. | Dennis Forster, Jrg Lcke |
| 2012 | CVPR | Unsupervised learning of translation invariant occlusive components. | Zhenwen Dai, Jrg Lcke |
| 2012 | CVPR | Autonomous cleaning of corrupted scanned documents - A generative modeling approach. | Zhenwen Dai, Jrg Lcke |
| 2010 | ICANN | Learning of Lateral Connections for Representational Invariant Recognition. | Christian Keck, Jrg Lcke |
| 2008 | ICANN | Learning of Neural Information Routing for Correspondence Finding. | Jan D. Bouecke, Jrg Lcke |
| 2007 | ICANN | A Dynamical Model for Receptive Field Self-organization in V1 Cortical Columns. | Jrg Lcke |
| 2007 | ICANN | Generalized Softmax Networks for Non-linear Component Extraction. | Jrg Lcke, Maneesh Sahani |
| 2006 | ICANN | Rapid Correspondence Finding in Networks of Cortical Columns. | Jrg Lcke, Christoph von der Malsburg |
| 2005 | ICANN | Dynamics of Cortical Columns - Sensitive Decision Making. | Jrg Lcke |
| 2005 | ICANN | Dynamics of Cortical Columns - Self-organization of Receptive Fields. | Jrg Lcke, Jan D. Bouecke |
| 2004 | IJCNN | Clustering with minicolumnar receptive field self-organization. | Jrg Lcke |
| 2002 | ICANN | Macrocolumns as Decision Units. | Jrg Lcke, Christoph von der Malsburg, Rolf P. Wrtz |
| 2001 | CADE | Hilberticus - A Tool Deciding an Elementary Sublanguage of Set Theory. | Jrg Lcke |