| 2025 | ECIR | Retrieve, Annotate, Evaluate, Repeat: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluation. | Kasra Hosseini, Thomas Kober, Josip Krapac, Roland Vollgraf, Weiwei Cheng, Ana Peleteiro-Ramallo |
| 2023 | ACL | KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce. | Qinjin Jia, Yang Liu, Daoping Wu, Shaoyuan Xu, Huidong Liu, Jinmiao Fu, Roland Vollgraf, Bryan Wang |
| 2021 | ICLR | Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. | Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs M. Bergmann, Roland Vollgraf |
| 2021 | ICML | Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting. | Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf |
| 2020 | COLING | Task-Aware Representation of Sentences for Generic Text Classification. | Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf |
| 2020 | SDM | Meta-Learning for Size and Fit Recommendation in Fashion. | Julia Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs Bergmann, Roland Vollgraf, Reza Shirvany |
| 2019 | NAACL | FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. | Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf |
| 2019 | NAACL | Pooled Contextualized Embeddings for Named Entity Recognition. | Alan Akbik, Tanja Bergmann, Roland Vollgraf |
| 2019 | RecSys | A deep learning system for predicting size and fit in fashion e-commerce. | Abdul-Saboor Sheikh, Romain Guigours, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann |
| 2018 | COLING | Contextual String Embeddings for Sequence Labeling. | Alan Akbik, Duncan Blythe, Roland Vollgraf |
| 2018 | ICPRAM | Street2Fashion2Shop: Enabling Visual Search in Fashion e-Commerce Using Studio Images. | Julia Lasserre, Christian Bracher, Roland Vollgraf |
| 2018 | ICPRAM | Studio2Shop: From Studio Photo Shoots to Fashion Articles. | Julia Lasserre, Katharina Rasch, Roland Vollgraf |
| 2018 | LREC | ZAP: An Open-Source Multilingual Annotation Projection Framework. | Alan Akbik, Roland Vollgraf |
| 2018 | LREC | FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. | Leonidas Lefakis, Alan Akbik, Roland Vollgraf |
| 2017 | EMNLP | The Projector: An Interactive Annotation Projection Visualization Tool. | Alan Akbik, Roland Vollgraf |
| 2017 | ICML | Learning Texture Manifolds with the Periodic Spatial GAN. | Urs Bergmann, Nikolay Jetchev, Roland Vollgraf |
| 2017 | RecSys | An LSTM-Based Dynamic Customer Model for Fashion Recommendation. | Sebastian Heinz, Christian Bracher, Roland Vollgraf |
| 2006 | IJCNN | Sparse Optimization for Second Order Kernel Methods. | Roland Vollgraf, Klaus Obermayer |
| 2001 | ICANN | Blind Source Separation of Single Components from Linear Mixtures. | Roland Vollgraf, Ingo Schiel, Klaus Obermayer |