Damian Pascual

21 papers A* 1A 2Misc 2Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2023 Misc conf
Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks.
ICASSP
Jens Hauser, Zhao Meng, Damian Pascual, Roger Wattenhofer
2023 — conf
pNLP-Mixer: an Efficient all-MLP Architecture for Language.
ACL (industry)
Francesco Fusco, Damian Pascual, Peter W. J. Staar, Diego Antognini
2022 Misc conf
Improving Brain Decoding Methods and Evaluation.
ICASSP
Damian Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer
2022 — —
Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing.
Damian Pascual
2022 — conf
On Isotropy Calibration of Transformer Models.
Insights@ACL
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer
2022 J jnl
pNLP-Mixer: an Efficient all-MLP Architecture for Language.
CoRR
Francesco Fusco, Damian Pascual, Peter W. J. Staar
2021 — conf
A Plug-and-Play Method for Controlled Text Generation.
EMNLP (Findings)
Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer
2021 J jnl
A Plug-and-Play Method for Controlled Text Generation.
CoRR
Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer
2021 — conf
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction.
NeurIPS Datasets and Benchmarks
Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
2021 J jnl
Of Non-Linearity and Commutativity in BERT.
CoRR
Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer
2021 J jnl
On Isotropy Calibration of Transformers.
CoRR
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer
2021 A conf
Telling BERT's Full Story: from Local Attention to Global Aggregation.
EACL
Damian Pascual, Gino Brunner, Roger Wattenhofer
2021 — conf
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities.
BioNLP@NAACL-HLT
Damian Pascual, Sandro Luck, Roger Wattenhofer
2021 J jnl
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities.
CoRR
Damian Pascual, Sandro Luck, Roger Wattenhofer
2020 J jnl
Brain2Word: Decoding Brain Activity for Language Generation.
CoRR
Nicolas Affolter, Beni Egressy, Damian Pascual, Roger Wattenhofer
2020 J jnl
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation.
CoRR
Damian Pascual, Beni Egressy, Florian Bolli, Roger Wattenhofer
2020 J jnl
Medley2K: A Dataset of Medley Transitions.
CoRR
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer
2020 A* conf
On Identifiability in Transformers.
ICLR
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer
2020 J jnl
Telling BERT's full story: from Local Attention to Global Aggregation.
CoRR
Damian Pascual, Gino Brunner, Roger Wattenhofer
2019 A conf
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling.
DATE
Damian Pascual, Amir Aminifar, David Atienza
2019 J jnl
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks.
CoRR
Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer