Dennis Ulmer
Dennis Ulmer
IT University of Copenhagen
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On the realization of compositionality in neural networks
J Baan, J Leible, M Nikolaus, D Rau, D Ulmer, T Baumgärtner, D Hupkes, ...
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting …, 2019
92019
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection
D Ulmer, G Cinà
arXiv preprint arXiv:2012.05329, 2020
3*2020
Assessing incrementality in sequence-to-sequence models
D Ulmer, D Hupkes, E Bruni
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP …, 2019
22019
deep-significance: Easy and Better Significance Testing for Deep Neural Networks
D Ulmer
https://github.com/Kaleidophon/deep-significance, 2021
12021
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
D Ulmer, L Meijerink, G Cinà
Machine Learning for Health 136 (2020), 341--354, 2020
2020
Recoding latent sentence representations - Dynamic gradient-based activation modification in RNNs
D Ulmer
Universiteit van Amsterdam, Faculteit der Natuurwetenschappen, Wiskunde en …, 2019
2019
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Articles 1–6