Thilo Stadelmann

Christoph von der Malsburg

Pattern Recognit. Lett., 2024

Hierarchical Glocal Attention Pooling for Graph Classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

The Dynamic Net Architecture: Learning Robust and Holistic Visual Representations Through Self-Organizing Networks.

[BibT_eX]

[DOI]

CoRR, 2024

A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions.

[BibT_eX]

[DOI]

IEEE Access, 2024

MathNet: A Data-Centric Approach for Printed Mathematical Expression Recognition.

[BibT_eX]

[DOI]

Felix M. Schmitt-Koopmann

IEEE Access, 2024

Automated process monitoring in injection molding via representation learning and setpoint regression.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

So you want your private LLM at home? A survey and benchmark of methods for efficient GPTs.

[BibT_eX]

[DOI]

Lukas Tuggener

Pascal Sager

Yassine Taoudi-Benchekroun

Benjamin F. Grewe

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

ScalaGrad: A Statically Typed Automatic Differentiation Library for Safer Data Science.

[BibT_eX]

[DOI]

Benjamin Meyer

Marcel Lüthi

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

A Simulation Study on Energy Optimization in Building Control with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

2023

Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation.

[BibT_eX]

[DOI]

Lukas Tuggener

Jürgen Schmidhuber

CoRR, 2023

A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions.

[BibT_eX]

[DOI]

CoRR, 2023

From Concept to Implementation: The Data-Centric Development Process for AI in Industry.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Video Object Detection for Privacy-Preserving Patient Monitoring in Intensive Care.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

2022

Unsupervised Domain Adaptation for Vertebrae Detection and Identification in 3D CT Volumes Using a Domain Sanity Loss.

[BibT_eX]

[DOI]

J. Imaging, 2022

Is it enough to optimize CNN architectures on ImageNet?

[BibT_eX]

[DOI]

Lukas Tuggener

Jürgen Schmidhuber

Christoph von der Malsburg

Frontiers Comput. Sci., 2022

A Theory of Natural Intelligence.

[BibT_eX]

[DOI]

Felix M. Schmitt-Koopmann

Benjamin F. Grewe

CoRR, 2022

Bias, awareness, and ignorance in deep-learning-based face recognition.

[BibT_eX]

[DOI]

AI Ethics, 2022

FormulaNet: A Benchmark Dataset for Mathematical Formula Detection.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications.

[BibT_eX]

[DOI]

Frank-Peter Schilling

Matthias Rosenthal

Javier A. Montoya-Zegarra

Proceedings of the 8th Swiss Conference on Data Science, 2021

XGBoost Trained on Synthetic Data to Extract Material Parameters of Organic Semiconductors.

[BibT_eX]

[DOI]

Proceedings of the 8th Swiss Conference on Data Science, 2021

PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis.

[BibT_eX]

[DOI]

Mohammadreza Amirian

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness.

[BibT_eX]

[DOI]

Frank-Peter Schilling

Friedhelm Schwenker

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling.

[BibT_eX]

[DOI]

Proceedings of the 7th Swiss Conference on Data Science, 2020

The DeepScoresV2 Dataset and Benchmark for Music Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

How (Not) to Measure Bias in Face Recognition Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

Automated Machine Learning in Practice: State of the Art and Recent Results.

[BibT_eX]

[DOI]

Proceedings of the 6th Swiss Conference on Data Science, 2019

Lessons Learned from Challenging Data Science Case Studies.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Beyond ImageNet: Deep Learning in Industrial Practice.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Scientists.

[BibT_eX]

[DOI]

Gundula Heinatz Bürki

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Introduction to Applied Data Science.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Products.

[BibT_eX]

[DOI]

Jürg Meierhofer

Mark Cieliebak

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Unsupervised Learning and Simulation for Complexity Management in Business Operations.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Organization.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

Data Science.

[BibT_eX]

[DOI]

Proceedings of the Applied Data Science - Lessons Learned for the Data-Driven Business, 2019

2018

DeepScores and Deep Watershed Detection: current state and open issues.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Watershed Detector for Music Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Speaker Clustering Using Dominant Sets.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Capturing Suprasegmental Features of a Voice with RNNs for Improved Speaker Clustering.

[BibT_eX]

[DOI]

Sebastian Glinski-Haefeli

Patrick Gerber

Oliver Dürr

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

Deep Learning in the Wild.

[BibT_eX]

[DOI]

Gilbert François Duivesteijn

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

Learning Neural Models for End-to-End Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

Trace and Detect Adversarial Attacks on CNNs Using Feature Response Maps.

[BibT_eX]

[DOI]

Mohammadreza Amirian

Friedhelm Schwenker

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2017

Learning embeddings for speaker clustering based on voice equality.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Fully Convolutional Neural Networks for Newspaper Article Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016

Speaker identification and clustering using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2015

Toward Automatic Data Curation for Open Data.

[BibT_eX]

[DOI]

Mark Cieliebak

ERCIM News, 2015

AI in Switzerland.

[BibT_eX]

[DOI]

Jean-Daniel Dessimoz

Jana Koehler

AI Mag., 2015

2014

Data Science für Lehre, Forschung und Praxis.

[BibT_eX]

[DOI]

HMD Prax. Wirtsch., 2014

2010

Voice modeling methods for automatic speaker recognition.

[BibT_eX]

[DOI]

PhD thesis, 2010

Rethinking Algorithm Design and Development in Speech Processing.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Dimension-Decoupled Gaussian Mixture Model for Short Utterance Speaker Recognition.

[BibT_eX]

[DOI]

Bernd Freisleben

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Visual speaker model exploration.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009

A scalable service-oriented architecture for multimedia analysis, synthesis and consumption.

[BibT_eX]

[DOI]

Int. J. Web Grid Serv., 2009

University of Marburg at TRECVID 2009: High-Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Unfolding speaker clustering potential: a biomimetic approach.

[BibT_eX]

[DOI]

Bernd Freisleben

Proceedings of the 17th International Conference on Multimedia 2009, 2009

LCDL: an extensible framework for wrapping legacy code.

[BibT_eX]

[DOI]

Proceedings of the iiWAS'2009, 2009

The Web Service Browser: Automatic Client Generation and Efficient Data Transfer for Web Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

Eine service-orientierte Grid-Infrastruktur zur Unterstützung medienwissenschaftlicher Filmanalyse.

[BibT_eX]

[DOI]

Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2009, Dresden, 2009

2008

University of Marburg at TRECVID 2008: High-Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

University of Marburg at TRECVID 2007: Shot Boundary Detection and High Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Semantic video analysis for psychological research on violence in computer games.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

University of Marburg at TRECVID 2006: Shot Boundary Detection and Rushes Task Results.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Fast and Robust Speaker Clustering Using the Earth Mover'S Distance and Mixmax Models.

[BibT_eX]

[DOI]