Damian Pascual

According to our database, Damian Pascual authored at least 24 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks.

Jens Hauser, Zhao Meng, Damian Pascual, Roger Wattenhofer

Proceedings of the IEEE International Conference on Acoustics, 2023

pNLP-Mixer: an Efficient all-MLP Architecture for Language.

Francesco Fusco, Damian Pascual, Peter W. J. Staar, Diego Antognini

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing.

Damian Pascual

PhD thesis, 2022

pNLP-Mixer: an Efficient all-MLP Architecture for Language.

Francesco Fusco, Damian Pascual, Peter W. J. Staar

CoRR, 2022

Improving Brain Decoding Methods and Evaluation.

Damian Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer

Proceedings of the IEEE International Conference on Acoustics, 2022

Word2Course: Creating Interactive Courses from as Little as a Keyword.

Sébastien Foucher, Damián Pascual, Oliver Richter, Roger Wattenhofer

Proceedings of the 14th International Conference on Computer Supported Education, 2022

On Isotropy Calibration of Transformer Models.

Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

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 Transformers.

Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer

CoRR, 2021

BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification.

Jens Hauser, Zhao Meng, Damián Pascual, Roger Wattenhofer

CoRR, 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

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Of Non-Linearity and Commutativity in BERT.

Sumu Zhao, Damián Pascual, Gino Brunner, Roger Wattenhofer

Proceedings of the International Joint Conference on Neural Networks, 2021

WikiFlash: Generating Flashcards from Wikipedia Articles.

Yuang Cheng, Yue Ding, Sébastien Foucher, Damián Pascual, Oliver Richter, Martin Volk, Roger Wattenhofer

Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Plug-and-Play Method for Controlled Text Generation.

Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Telling BERT's Full Story: from Local Attention to Global Aggregation.

Damian Pascual, Gino Brunner, Roger Wattenhofer

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Towards BERT-based Automatic ICD Coding: Limitations and Opportunities.

Damian Pascual, Sandro Luck, Roger Wattenhofer

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

2020

Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation.

Damian Pascual, Beni Egressy, Florian Bolli, Roger Wattenhofer

CoRR, 2020

Brain2Word: Decoding Brain Activity for Language Generation.

Nicolas Affolter, Beni Egressy, Damian Pascual, Roger Wattenhofer

CoRR, 2020

Medley2K: A Dataset of Medley Transitions.

Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer

CoRR, 2020

On Identifiability in Transformers.

Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer

Proceedings of the 8th International Conference on Learning Representations, 2020

A Deep Learning Decoder for Long-Range Communication Systems.

Damián Pascual, Simon Tanner, Mickey Vänskä, Roger Wattenhofer

Proceedings of the 28th European Signal Processing Conference, 2020

2019

On the Validity of Self-Attention as Explanation in Transformer Models.

Gino Brunner, Yang Liu, Damián Pascual, Oliver Richter, Roger Wattenhofer

CoRR, 2019

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks.

Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer

CoRR, 2019

A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling.

Damian Pascual, Amir Aminifar, David Atienza

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019