Hotho, Andreas

13 publications

TMLR 2025 Identifying Axiomatic Mathematical Transformation Steps Using Tree-Structured Pointer Networks Sebastian Wankerl, Jan Pfister, Andrzej Dulny, Gerhard Götz, Andreas Hotho

ECML-PKDD 2024 GrINd: Grid Interpolation Network for Scattered Observations Andrzej Dulny, Paul Heinisch, Andreas Hotho, Anna Krause

ECML-PKDD 2023 DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data Andrzej Dulny, Andreas Hotho, Anna Krause

WACV 2023 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Konstantin Kobs, Michael Steininger, Andreas Hotho

MLJ 2021 Density-Based Weighting for Imbalanced Regression Michael Steininger, Konstantin Kobs, Padraig Davidson, Anna Krause, Andreas Hotho

ICCV 2021 Do Different Deep Metric Learning Losses Lead to Similar Learned Features? Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho

CVPRW 2021 Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment Jan Pfister, Konstantin Kobs, Andreas Hotho

ECML-PKDD 2017 Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications Florian Lemmerich, Philipp Singer, Martin Becker, Lisette Espin Noboa, Dimitar Dimitrov, Denis Helic, Andreas Hotho, Markus Strohmaier

ECML-PKDD 2015 ConDist: A Context-Driven Categorical Distance Measure Markus Ring, Florian Otto, Martin Becker, Thomas Niebler, Dieter Landes, Andreas Hotho

ECML-PKDD 2012 Collective Information Extraction with Context-Specific Consistencies Peter Klügl, Martin Toepfer, Florian Lemmerich, Andreas Hotho, Frank Puppe

ECML-PKDD 2011 Resource-Aware On-Line RFID Localization Using Proximity Data Christoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho, Gerd Stumme

JAIR 2005 Learning Concept Hierarchies from Text Corpora Using Formal Concept Analysis Philipp Cimiano, Andreas Hotho, Steffen Staab

AAAI 2000 AI for the Web - Ontology-Based Community Web Portals Steffen Staab, Jürgen Angele, Stefan Decker, Michael Erdmann, Andreas Hotho, Alexander Maedche, Hans-Peter Schnurr, Rudi Studer, York Sure