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Urs M. Bergmann · SciRah

Researcher profile · Semantic Scholar

Urs M. Bergmann

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Urs M. Bergmann — researcher profile on SciRah

h-index: 14
Works: 27
Citations: 1,631

Most-cited papers

Gemma 4 Technical Report
Gemma Team Sherif El Abd, Vaibhav Aggarwal, Robin Algayres, Alek Andreev +296 more
2026arXiv.org289 citations
Semantic Scholar
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
Mehdi S. M. Sajjadi, H. Meyer, Etienne Pot, Urs M. Bergmann +9 more
2021Computer Vision and Pattern Recognition279 citations Open access
Semantic Scholar
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
Kashif Rasul, Abdul-Saboor Sheikh, I. Schuster, Urs M. Bergmann +1 more
2020International Conference on Learning Representations243 citations
Semantic Scholar
Texture Synthesis with Spatial Generative Adversarial Networks
Nikolay Jetchev, Urs M. Bergmann, Roland Vollgraf
2016arXiv.org228 citations
Semantic Scholar
Learning Texture Manifolds with the Periodic Spatial GAN
Urs M. Bergmann, Nikolay Jetchev, Roland Vollgraf
2017International Conference on Machine Learning182 citations
Semantic Scholar
The Conditional Analogy GAN: Swapping Fashion Articles on People Images
Nikolay Jetchev, Urs M. Bergmann
20172017 IEEE International Conference on Computer Vision Workshops (ICCVW)163 citations Open access
Semantic Scholar
A deep learning system for predicting size and fit in fashion e-commerce
Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho +3 more
2019ACM Conference on Recommender Systems52 citations Open access
Semantic Scholar
Generating High-Resolution Fashion Model Images Wearing Custom Outfits
G. Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs M. Bergmann
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)45 citations Open access
Semantic Scholar
A hierarchical bayesian model for size recommendation in fashion
Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh +2 more
2018ACM Conference on Recommender Systems36 citations Open access
Semantic Scholar
Disentangling Multiple Conditional Inputs in GANs
G. Yildirim, Calvin Seward, Urs M. Bergmann
2018arXiv.org26 citations
Semantic Scholar
Meta-Learning for Size and Fit Recommendation in Fashion
Julia A. Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs M. Bergmann +2 more
2020SDM22 citations Open access
Semantic Scholar
Hebbian plasticity in parallel synaptic pathways: A circuit mechanism for systems memory consolidation
M. Remme, Urs M. Bergmann, Denis Alevi, S. Schreiber +2 more
2020bioRxiv22 citations Open access
Semantic Scholar
Stochastic Maximum Likelihood Optimization via Hypernetworks
Abdul-Saboor Sheikh, Kashif Rasul, A. Merentitis, Urs M. Bergmann
2017arXiv.org19 citations
Semantic Scholar
Self-Organization of Topographic Bilinear Networks for Invariant Recognition
Urs M. Bergmann, C. von der Malsburg
2011Neural Computation17 citations
Semantic Scholar
GANosaic: Mosaic Creation with Generative Texture Manifolds
Nikolay Jetchev, Urs M. Bergmann, Calvin Seward
2017arXiv.org9 citations
Semantic Scholar
Set Flow: A Permutation Invariant Normalizing Flow
Kashif Rasul, I. Schuster, Roland Vollgraf, Urs M. Bergmann
2019arXiv.org8 citations
Semantic Scholar
First Order Generative Adversarial Networks
Calvin Seward, T. Unterthiner, Urs M. Bergmann, Nikolay Jetchev +1 more
2018International Conference on Machine Learning8 citations
Semantic Scholar
Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance
Jun-Mei Zhu, Urs M. Bergmann, C. von der Malsburg
2010International Conference on Artificial Neural Networks7 citations
Semantic Scholar
Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization
Nikolay Jetchev, Urs M. Bergmann, G. Yildirim
2018arXiv.org4 citations
Semantic Scholar
Transform the Set: Memory Attentive Generation of Guided and Unguided Image Collages
Nikolay Jetchev, Urs M. Bergmann, G. Yildirim
2019arXiv.org3 citations
Semantic Scholar
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents
A. Merentitis, Kashif Rasul, Roland Vollgraf, Abdul-Saboor Sheikh +1 more
2019arXiv.org3 citations
Semantic Scholar
Synthesizing 3D Abstractions by Inverting Procedural Buildings with Transformers
Maximilian Dax, J. Berbel, Jan Stria, Leonidas J. Guibas +1 more
2025arXiv.org2 citations
Semantic Scholar
Unlabeled Disentangling of GANs with Guided Siamese Networks
G. Yildirim, Nikolay Jetchev, Urs M. Bergmann
20182 citations
Semantic Scholar
Learning with incomplete information in the committee machine
Urs M. Bergmann, R. Kühn, I. Stamatescu
2009Biological cybernetics2 citations
Semantic Scholar
A Bilinear Model for Consistent Topographic Representations
Urs M. Bergmann, C. von der Malsburg
2010International Conference on Artificial Neural Networks1 citations
Semantic Scholar
Posterior Sampling: Make Reinforcement Learning Sample Efficient Again
Calvin Seward, Urs M. Bergmann, Roland Vollgraf, S. Hochreiter
20190 citations
Semantic Scholar
An Ontogenetic Approach to Invariant Recognition
Urs M. Bergmann, C. von der Malsburg
20070 citations
Semantic Scholar

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