Roland Vollgraf

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 33

Top Venues

CoRR

LREC

COLING

ICML

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Qinjin Jia, Yang Liu, Daoping Wu, Shaoyuan Xu, Huidong Liu, Jinmiao Fu, Roland Vollgraf, Bryan Wang
KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce. ACL (industry) (2023)
Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting. ICML (2021)
Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting. CoRR (2021)
Nikolay Jetchev, Gökhan Yildirim, Christian Bracher, Roland Vollgraf
Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail Generation. CoRR (2021)
Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs M. Bergmann, Roland Vollgraf
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. ICLR (2021)
Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf
Task-Aware Representation of Sentences for Generic Text Classification. COLING (2020)
Julia Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs Bergmann, Roland Vollgraf, Reza Shirvany
Meta-Learning for Size and Fit Recommendation in Fashion. SDM (2020)
Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs Bergmann, Roland Vollgraf
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. CoRR (2020)
Ralf Herbrich, Rajeev Rastogi, Roland Vollgraf
CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data. CoRR (2020)
Roland Vollgraf
Learning Set-equivariant Functions with SWARM Mappings. CoRR (2019)
Gökhan Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs Bergmann
Generating High-Resolution Fashion Model Images Wearing Custom Outfits. ICCV Workshops (2019)
Andreas Merentitis, Kashif Rasul, Roland Vollgraf, Abdul-Saboor Sheikh, Urs Bergmann
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. CoRR (2019)
Alan Akbik, Tanja Bergmann, Roland Vollgraf
Pooled Contextualized Embeddings for Named Entity Recognition. NAACL-HLT (1) (2019)
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)
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 (2019)
Gökhan Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs Bergmann
Generating High-Resolution Fashion Model Images Wearing Custom Outfits. CoRR (2019)
Kashif Rasul, Ingmar Schuster, Roland Vollgraf, Urs Bergmann
Set Flow: A Permutation Invariant Normalizing Flow. CoRR (2019)
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf
FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. NAACL-HLT (Demonstrations) (2019)
Duncan Blythe, Alan Akbik, Roland Vollgraf
Syntax-Aware Language Modeling with Recurrent Neural Networks. CoRR (2018)
Alan Akbik, Duncan Blythe, Roland Vollgraf
Contextual String Embeddings for Sequence Labeling. COLING (2018)
Julia Lasserre, Christian Bracher, Roland Vollgraf
Street2Fashion2Shop: Enabling Visual Search in Fashion e-Commerce Using Studio Images. ICPRAM (Revised Selected Papers) (2018)
Julia Lasserre, Katharina Rasch, Roland Vollgraf
Studio2Shop: From Studio Photo Shoots to Fashion Articles. ICPRAM (2018)
Julia Lasserre, Katharina Rasch, Roland Vollgraf
Studio2Shop: from studio photo shoots to fashion articles. CoRR (2018)
Alan Akbik, Roland Vollgraf
ZAP: An Open-Source Multilingual Annotation Projection Framework. LREC (2018)
Leonidas Lefakis, Alan Akbik, Roland Vollgraf
FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. LREC (2018)
Sebastian Heinz, Christian Bracher, Roland Vollgraf
An LSTM-Based Dynamic Customer Model for Fashion Recommendation. CoRR (2017)
Alan Akbik, Roland Vollgraf
The Projector: An Interactive Annotation Projection Visualization Tool. EMNLP (System Demonstrations) (2017)
Sebastian Heinz, Christian Bracher, Roland Vollgraf
An LSTM-Based Dynamic Customer Model for Fashion Recommendation. RecTemp@RecSys (2017)
Han Xiao, Kashif Rasul, Roland Vollgraf
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms. CoRR (2017)
Urs Bergmann, Nikolay Jetchev, Roland Vollgraf
Learning Texture Manifolds with the Periodic Spatial GAN. CoRR (2017)
Urs Bergmann, Nikolay Jetchev, Roland Vollgraf
Learning Texture Manifolds with the Periodic Spatial GAN. ICML (2017)
Christian Bracher, Sebastian Heinz, Roland Vollgraf
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping. CoRR (2016)
Nikolay Jetchev, Urs Bergmann, Roland Vollgraf
Texture Synthesis with Spatial Generative Adversarial Networks. CoRR (2016)
Mathias Franzius, Roland Vollgraf, Laurenz Wiskott
From grids to places. J. Comput. Neurosci. 22 (3) (2007)
Roland Vollgraf, Klaus Obermayer
Sparse Optimization for Second Order Kernel Methods. IJCNN (2006)
Roland Vollgraf, Klaus Obermayer
Improved optimal linear filters for the discrimination of multichannel waveform templates for spike-sorting applications. IEEE Signal Process. Lett. 13 (3) (2006)
Roland Vollgraf, Klaus Obermayer
Quadratic optimization for simultaneous matrix diagonalization. IEEE Trans. Signal Process. 54 (9) (2006)
Roland Vollgraf, Michael Scholz, Ian A. Meinertzhagen, Klaus Obermayer
Nonlinear Filtering of Electron Micrographs by Means of Support Vector Regression. NIPS (2003)
Roland Vollgraf, Ingo Schießl, Klaus Obermayer
Blind Source Separation of Single Components from Linear Mixtures. ICANN (2001)
Roland Vollgraf, Klaus Obermayer
Multi Dimensional ICA to Separate Correlated Sources. NIPS (2001)

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Publication Activity (10 Years)

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Roland Vollgraf