Do We Train on Test Data? Purging CIFAR of Near-Duplicates by Björn Barz, Joachim Denzler

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Gradient Statistics-Based Multi-Objective Optimization in Physics-Informed Neural Networks by Sai Karthikeya Vemuri, Joachim Denzler

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1/f 2 Characteristics and isotropy in the fourier power spectra of visual art, cartoons, comics, mangas, and different categories of photographs. by Michael Koch, Joachim Denzler, Christoph Redies

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Is It Worth It? Comparing Six Deep and Classical Methods for Unsupervised Anomaly Detection in Time Series by Ferdinand Rewicki, Joachim Denzler, Julia Niebling

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Image Classification With Small Datasets: Overview and Benchmark by Lorenzo Brigato, Bjorn Barz, Luca Iocchi, Joachim Denzler

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A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model by Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Markus Reichstein, Joachim Denzler

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Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study by Maha Shadaydeh, Lea Muller, Dana Schneider, Martin Thummel, Thomas Kessler, Joachim Denzler

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Limb, joint and pelvic kinematic control in the quail coping with steps upwards and downwards by Emanuel Andrada, Oliver Mothes, Heiko Stark, Matthew C. Tresch, Joachim Denzler, Martin S. Fischer, Reinhard Blickhan

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A virtual “Werkstatt” for digitization in the sciences by Sheeba Samuel, Maha Shadaydeh, Sebastian Böcker, Bernd Brügmann, Solveig Franziska Bucher, Volker Deckert, Joachim Denzler, Peter Dittrich, Ferdinand von Eggeling, Daniel Güllmar, Orlando Guntinas-Lichius, Birgitta König-Ries, Frank Löffler, Lutz Maicher, Manja Marz, Mirco Migliavacca, Jürgen R. Reichenbach, Markus Reichstein, Christine Römermann, Andrea Wittig

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Towards a multisensor station for automated biodiversity monitoring by J.Wolfgang Wägele, Paul Bodesheim, Sarah J. Bourlat, Joachim Denzler, Michael Diepenbroek, Vera Fonseca, Karl-Heinz Frommolt, Matthias F. Geiger, Birgit Gemeinholzer, Frank Oliver Glöckner, Timm Haucke, Ameli Kirse, Alexander Kölpin, Ivaylo Kostadinov, Hjalmar S. Kühl, Frank Kurth, Mario Lasseck, Sascha Liedke, Florian Losch, Sandra Müller, Natalia Petrovskaya, Krzysztof Piotrowski, Bernd Radig, Christoph Scherber, Lukas Schoppmann, Jan Schulz, Volker Steinhage, Georg F. Tschan, Wolfgang Vautz, Domenico Velotto, Maximilian Weigend, Stefan Wildermann

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