Matthias Springstein


2016

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On the Effects of Spam Filtering and Incremental Learning for Web-Supervised Visual Concept Classification
Matthias Springstein | Ralph Ewerth
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

2017

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"Are Machines Better Than Humans in Image Tagging?" - A User Study Adds to the Puzzle
Ralph Ewerth | Matthias Springstein | Lo An Phan-Vogtmann | Juliane Schütze
Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings

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"When Was This Picture Taken?" - Image Date Estimation in the Wild
Eric Müller | Matthias Springstein | Ralph Ewerth
Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings

2019

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Understanding, Categorizing and Predicting Semantic Image-Text Relations
Christian Otto | Matthias Springstein | Avishek Anand | Ralph Ewerth
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

2020

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Characterization and classification of semantic image-text relations
Christian Otto | Matthias Springstein | Avishek Anand | Ralph Ewerth
2020 Volume 9 Issue 1

2021

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QuTI! Quantifying Text-Image Consistency in Multimodal Documents
Matthias Springstein | Eric Müller-Budack | Ralph Ewerth
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
Matthias Springstein | Eric Müller-Budack | Ralph Ewerth
MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021