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Damián Pascual
Damián Pascual
PhD Student, ETH Zurich
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On Identifiability in Transformers
G Brunner, Y Liu, D Pascual, O Richter, R Wattenhofer
International Conference on Learning Representations (ICLR), 2020, 2019
136*2019
Epilepsygan: Synthetic epileptic brain activities with privacy preservation
D Pascual, A Amirshahi, A Aminifar, D Atienza, P Ryvlin, R Wattenhofer
IEEE Transactions on Biomedical Engineering, 2020
31*2020
A Plug-and-Play Method for Controlled Text Generation
D Pascual, B Egressy, C Meister, R Cotterell, R Wattenhofer
arXiv preprint arXiv:2109.09707, 2021
16*2021
Telling BERT's full story: from Local Attention to Global Aggregation
D Pascual, G Brunner, R Wattenhofer
EACL 2021, 2020
152020
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling
D Pascual, A Aminifar, D Atienza
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 764-769, 2019
132019
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities
D Pascual, S Luck, R Wattenhofer
BioNLP 2021, 2021
122021
Improving Brain Decoding Methods and Evaluation
D Pascual, B Egressy, N Affolter, Y Cai, O Richter, R Wattenhofer
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
8*2022
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction
A Kastrati, MB Plomecka, D Pascual, L Wolf, V Gillioz, R Wattenhofer, ...
62021
Of Non-Linearity and Commutativity in BERT
S Zhao, D Pascual, G Brunner, R Wattenhofer
IJCNN 2021, 2021
42021
WikiFlash: Generating Flashcards from Wikipedia Articles
Y Cheng, Y Ding, D Pascual, O Richter, M Volk, R Wattenhofer
AAAI 2021 Workshop on AI Education, 2021
32021
BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
J Hauser, Z Meng, D Pascual, R Wattenhofer
arXiv preprint arXiv:2109.07403, 2021
12021
A Deep Learning Decoder for Long-Range Communication Systems
D Pascual, S Tanner, M Vänskä, R Wattenhofer
2020 28th European Signal Processing Conference (EUSIPCO), 1668-1672, 2020
12020
On Isotropy Calibration of Transformer Models
Y Ding, K Martinkus, D Pascual, S Clematide, R Wattenhofer
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 1-9, 2022
2022
pNLP-Mixer: an Efficient all-MLP Architecture for Language
F Fusco, D Pascual, P Staar
arXiv preprint arXiv:2202.04350, 2022
2022
Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing
D Pascual
ETH Zurich, 2022
2022
Word2Course: Creating Interactive Courses from as Little as a Keyword.
S Foucher, D Pascual, O Richter, R Wattenhofer
CSEDU (1), 105-115, 2022
2022
Medley2K: A Dataset of Medley Transitions
L Faber, S Luck, D Pascual, A Roth, G Brunner, R Wattenhofer
MML 2020 - 13th Int. Workshop on Machine Learning and Music at ECML-PKDD 2020, 2020
2020
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