Damian Pascual

21 papers A* 1A 2Misc 2Journal 10Unranked 5

Year	Rank	Type	Title / 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