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2020 – today
- 2022
[c10]Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas A. Funkhouser, Andrea Tagliasacchi:
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations. CVPR 2022: 6219-6228- 2021
- [j2]Michiel W. H. Remme
, Urs Bergmann, Denis Alevi, Susanne Schreiber, Henning Sprekeler, Richard Kempter:
Hebbian plasticity in parallel synaptic pathways: A circuit mechanism for systems memory consolidation. PLoS Comput. Biol. 17(12) (2021) - [i16]Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas A. Funkhouser, Andrea Tagliasacchi:
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations. CoRR abs/2111.13152 (2021) - 2020
- [c9]Julia Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs Bergmann, Roland Vollgraf, Reza Shirvany:
Meta-Learning for Size and Fit Recommendation in Fashion. SDM 2020: 55-63 - [i15]Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs Bergmann, Roland Vollgraf:
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. CoRR abs/2002.06103 (2020)
2010 – 2019
- 2019
- [c8]Gökhan Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs Bergmann:
Generating High-Resolution Fashion Model Images Wearing Custom Outfits. ICCV Workshops 2019: 3161-3164 - [c7]Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann:
A deep learning system for predicting size and fit in fashion e-commerce. RecSys 2019: 110-118 - [i14]Andreas Merentitis, Kashif Rasul, Roland Vollgraf, Abdul-Saboor Sheikh, Urs Bergmann:
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. CoRR abs/1902.03657 (2019) - [i13]Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann:
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce. CoRR abs/1907.09844 (2019) - [i12]Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany:
A Hierarchical Bayesian Model for Size Recommendation in Fashion. CoRR abs/1908.00825 (2019) - [i11]Gökhan Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs Bergmann:
Generating High-Resolution Fashion Model Images Wearing Custom Outfits. CoRR abs/1908.08847 (2019) - [i10]Kashif Rasul, Ingmar Schuster, Roland Vollgraf, Urs Bergmann:
Set Flow: A Permutation Invariant Normalizing Flow. CoRR abs/1909.02775 (2019) - [i9]Nikolay Jetchev, Urs Bergmann, Gökhan Yildirim:
Transform the Set: Memory Attentive Generation of Guided and Unguided Image Collages. CoRR abs/1910.07236 (2019) - 2018
- [c6]Calvin Seward, Thomas Unterthiner, Urs Bergmann, Nikolay Jetchev, Sepp Hochreiter:
First Order Generative Adversarial Networks. ICML 2018: 4574-4583 - [c5]Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany:
A hierarchical bayesian model for size recommendation in fashion. RecSys 2018: 392-396 - [i8]Calvin Seward, Thomas Unterthiner, Urs Bergmann, Nikolay Jetchev, Sepp Hochreiter:
First Order Generative Adversarial Networks. CoRR abs/1802.04591 (2018) - [i7]Gökhan Yildirim, Calvin Seward, Urs Bergmann:
Disentangling Multiple Conditional Inputs in GANs. CoRR abs/1806.07819 (2018) - [i6]Nikolay Jetchev, Urs Bergmann, Gökhan Yildirim:
Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization. CoRR abs/1811.09236 (2018) - 2017
- [c4]Nikolay Jetchev, Urs Bergmann:
The Conditional Analogy GAN: Swapping Fashion Articles on People Images. ICCV Workshops 2017: 2287-2292 - [c3]Urs Bergmann, Nikolay Jetchev, Roland Vollgraf:
Learning Texture Manifolds with the Periodic Spatial GAN. ICML 2017: 469-477 - [i5]Urs Bergmann, Nikolay Jetchev, Roland Vollgraf:
Learning Texture Manifolds with the Periodic Spatial GAN. CoRR abs/1705.06566 (2017) - [i4]Nikolay Jetchev, Urs Bergmann:
The Conditional Analogy GAN: Swapping Fashion Articles on People Images. CoRR abs/1709.04695 (2017) - [i3]Nikolay Jetchev, Urs Bergmann, Calvin Seward:
GANosaic: Mosaic Creation with Generative Texture Manifolds. CoRR abs/1712.00269 (2017) - [i2]Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis, Urs Bergmann:
Stochastic Maximum Likelihood Optimization via Hypernetworks. CoRR abs/1712.01141 (2017) - 2016
- [i1]Nikolay Jetchev, Urs Bergmann, Roland Vollgraf:
Texture Synthesis with Spatial Generative Adversarial Networks. CoRR abs/1611.08207 (2016) - 2011
- [j1]Urs Bergmann, Christoph von der Malsburg:
Self-Organization of Topographic Bilinear Networks for Invariant Recognition. Neural Comput. 23(11): 2770-2797 (2011) - 2010
- [c2]Urs Bergmann, Christoph von der Malsburg:
A Bilinear Model for Consistent Topographic Representations. ICANN (3) 2010: 72-81 - [c1]Junmei Zhu, Urs Bergmann, Christoph von der Malsburg:
Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance. ICANN (2) 2010: 414-419
Coauthor Index
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