A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. - Damian Pascual; Amir Aminifar; David Atienza (DATE, 2019)

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. - Damian Pascual; Amir Aminifar; David Atienza; Philippe Ryvlin; Roger Wattenhofer (CoRR, 2019)

On the Validity of Self-Attention as Explanation in Transformer Models. - Gino Brunner; Yang Liu; Damián Pascual; Oliver Richter; Roger Wattenhofer (CoRR, 2019)

A Deep Learning Decoder for Long-Range Communication Systems. - Damián Pascual; Simon Tanner; Mickey Vänskä; Roger Wattenhofer (EUSIPCO, 2020)

On Identifiability in Transformers. - Gino Brunner; Yang Liu; Damian Pascual; Oliver Richter; Massimiliano Ciaramita; Roger Wattenhofer (ICLR, 2020)

Medley2K: A Dataset of Medley Transitions. - Lukas Faber; Sandro Luck; Damian Pascual; Andreas Roth; Gino Brunner; Roger Wattenhofer (CoRR, 2020)

Brain2Word: Decoding Brain Activity for Language Generation. - Nicolas Affolter; Beni Egressy; Damian Pascual; Roger Wattenhofer (CoRR, 2020)

Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation. - Damian Pascual; Beni Egressy; Florian Bolli; Roger Wattenhofer (CoRR, 2020)

Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. - Damian Pascual; Sandro Luck; Roger Wattenhofer (BioNLP@NAACL-HLT, 2021)

Telling BERT's Full Story: from Local Attention to Global Aggregation. - Damian Pascual; Gino Brunner; Roger Wattenhofer (EACL, 2021)

A Plug-and-Play Method for Controlled Text Generation. - Damian Pascual; Beni Egressy; Clara Meister; Ryan Cotterell; Roger Wattenhofer (EMNLP (Findings), 2021)

WikiFlash: Generating Flashcards from Wikipedia Articles. - Yuang Cheng; Yue Ding 003; Sébastien Foucher; Damián Pascual; Oliver Richter; Martin Volk 001; Roger Wattenhofer (ICONIP (4), 2021)

Of Non-Linearity and Commutativity in BERT. - Sumu Zhao; Damián Pascual; Gino Brunner; Roger Wattenhofer (IJCNN, 2021)

EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. - Ard Kastrati; Martyna Plomecka; Damian Pascual; Lukas Wolf; Victor Gillioz; Roger Wattenhofer; Nicolas Langer (NeurIPS Datasets and Benchmarks, 2021)

BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification. - Jens Hauser; Zhao Meng; Damián Pascual; Roger Wattenhofer (CoRR, 2021)

On Isotropy Calibration of Transformers. - Yue Ding 003; Karolis Martinkus; Damian Pascual; Simon Clematide; Roger Wattenhofer (CoRR, 2021)

EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation. - Damián Pascual; Alireza Amirshahi; Amir Aminifar; David Atienza; Philippe Ryvlin; Roger Wattenhofer (IEEE Trans. Biomed. Eng., 2021)

On Isotropy Calibration of Transformer Models. - Yue Ding 003; Karolis Martinkus; Damian Pascual; Simon Clematide; Roger Wattenhofer (Insights@ACL, 2022)

Word2Course: Creating Interactive Courses from as Little as a Keyword. - Sébastien Foucher; Damián Pascual; Oliver Richter; Roger Wattenhofer (CSEDU (1), 2022)

Improving Brain Decoding Methods and Evaluation. - Damian Pascual; Béni Egressy; Nicolas Affolter; Yiming Cai; Oliver Richter; Roger Wattenhofer (ICASSP, 2022)

pNLP-Mixer: an Efficient all-MLP Architecture for Language. - Francesco Fusco; Damian Pascual; Peter W. J. Staar (CoRR, 2022)

Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing. - Damian Pascual (2022)

pNLP-Mixer: an Efficient all-MLP Architecture for Language. - Francesco Fusco; Damian Pascual; Peter W. J. Staar; Diego Antognini (ACL (industry), 2023)

Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks. - Jens Hauser; Zhao Meng; Damian Pascual; Roger Wattenhofer (ICASSP, 2023)