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2020 – today
- 2023
[c14]Francesco Fusco, Damian Pascual, Peter W. J. Staar, Diego Antognini:
pNLP-Mixer: an Efficient all-MLP Architecture for Language. ACL (industry) 2023: 53-60- [c13]Jens Hauser, Zhao Meng, Damian Pascual, Roger Wattenhofer:
Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks. ICASSP 2023: 1-5 - 2022
- [b1]Damian Pascual:
Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing. ETH Zurich, Zürich, Switzerland, 2022 - [c12]Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer:
On Isotropy Calibration of Transformer Models. Insights@ACL 2022: 1-9 - [c11]Sébastien Foucher, Damián Pascual, Oliver Richter, Roger Wattenhofer:
Word2Course: Creating Interactive Courses from as Little as a Keyword. CSEDU (1) 2022: 105-115 - [c10]Damian Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer:
Improving Brain Decoding Methods and Evaluation. ICASSP 2022: 1476-1480 - [i13]Francesco Fusco, Damian Pascual, Peter W. J. Staar:
pNLP-Mixer: an Efficient all-MLP Architecture for Language. CoRR abs/2202.04350 (2022) - 2021
- [j1]Damián Pascual
, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer:
EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation. IEEE Trans. Biomed. Eng. 68(8): 2435-2446 (2021) - [c9]Damian Pascual, Sandro Luck, Roger Wattenhofer:
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. BioNLP@NAACL-HLT 2021: 54-63 - [c8]Damian Pascual, Gino Brunner, Roger Wattenhofer:
Telling BERT's Full Story: from Local Attention to Global Aggregation. EACL 2021: 105-124 - [c7]Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer:
A Plug-and-Play Method for Controlled Text Generation. EMNLP (Findings) 2021: 3973-3997 - [c6]Yuang Cheng, Yue Ding, Sébastien Foucher, Damián Pascual, Oliver Richter, Martin Volk, Roger Wattenhofer:
WikiFlash: Generating Flashcards from Wikipedia Articles. ICONIP (4) 2021: 138-149 - [c5]Sumu Zhao, Damián Pascual, Gino Brunner, Roger Wattenhofer:
Of Non-Linearity and Commutativity in BERT. IJCNN 2021: 1-8 - [c4]Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer:
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. NeurIPS Datasets and Benchmarks 2021 - [i12]Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer:
Of Non-Linearity and Commutativity in BERT. CoRR abs/2101.04547 (2021) - [i11]Damian Pascual, Sandro Luck, Roger Wattenhofer:
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. CoRR abs/2104.06709 (2021) - [i10]Jens Hauser, Zhao Meng, Damián Pascual, Roger Wattenhofer:
BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification. CoRR abs/2109.07403 (2021) - [i9]Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer:
A Plug-and-Play Method for Controlled Text Generation. CoRR abs/2109.09707 (2021) - [i8]Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer:
On Isotropy Calibration of Transformers. CoRR abs/2109.13304 (2021) - [i7]Ard Kastrati, Martyna Beata Plomecka, Damián Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer:
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. CoRR abs/2111.05100 (2021) - 2020
- [c3]Damián Pascual, Simon Tanner, Mickey Vänskä, Roger Wattenhofer:
A Deep Learning Decoder for Long-Range Communication Systems. EUSIPCO 2020: 1668-1672 - [c2]Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer:
On Identifiability in Transformers. ICLR 2020 - [i6]Damian Pascual, Gino Brunner, Roger Wattenhofer:
Telling BERT's full story: from Local Attention to Global Aggregation. CoRR abs/2004.05916 (2020) - [i5]Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer:
Medley2K: A Dataset of Medley Transitions. CoRR abs/2008.11159 (2020) - [i4]Nicolas Affolter, Beni Egressy, Damian Pascual, Roger Wattenhofer:
Brain2Word: Decoding Brain Activity for Language Generation. CoRR abs/2009.04765 (2020) - [i3]Damian Pascual, Beni Egressy, Florian Bolli, Roger Wattenhofer:
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation. CoRR abs/2012.15416 (2020)
2010 – 2019
- 2019
- [c1]Damian Pascual, Amir Aminifar, David Atienza:
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. DATE 2019: 764-769 - [i2]Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer:
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. CoRR abs/1907.10518 (2019) - [i1]Gino Brunner, Yang Liu, Damián Pascual, Oliver Richter, Roger Wattenhofer:
On the Validity of Self-Attention as Explanation in Transformer Models. CoRR abs/1908.04211 (2019)
Coauthor Index
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