On Isotropy Calibration of Transformers Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide and Roger Wattenhofer. 3rd Workshop on Insights from Negative Results in NLP (Insights @ ACL 2022), Dublin, Ireland, May 2022. ExternalBibTeX
A Plug-and-Play Method for Controlled Text Generation Damian Pascual, Béni Egressy, Clara Meister, Ryan Cotterell and Roger Wattenhofer. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021, Punta Cana, Dominican Republic, November 2021. BibTeX
Of Non-Linearity and Commutativity in BERT Sumu Zhao, Damian Pascual, Gino Brunner and Roger Wattenhofer. International Joint Conference on Neural Networks (IJCNN), Virtual-only, July 2021. BibTeX
Medley2K: A Dataset of Medley Transitions Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner and Roger Wattenhofer. 13th International Workshop on Machine Learning and Music (MML at ECML-PKDD), Ghent, Belgium, September 2020. BibTeX
On Identifiability in Transformers Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita and Roger Wattenhofer. 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 2020. BibTeX
Synthetic Epileptic Brain Activities using GANs Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin and Roger Wattenhofer. Machine Learning for Health (ML4H) at the 33rd Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019. BibTeX