Damian Pascual

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 93
ETH Zurich

Gloriastrasse 35
8092 Zurich
Switzerland

phone	+41 44 63 27050
fax	+41 44 63 21036
email

Publications

A Deep Learning Decoder for Long-Range Communication Systems
Damian Pascual, Simon Tanner, Mickey Vänskä and Roger Wattenhofer.
28th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, August 2020.
BibTeX
On Identifiability in Transformers
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita and Roger Wattenhofer.
8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 2020.
BibTeX
Synthetic Epileptic Brain Activities using GANs
Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin and Roger Wattenhofer.
Machine Learning for Health (ML4H) at the 33rd Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019.
BibTeX
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally Supervised Edge Labeling
Damian Pascual Ortiz, Amir Aminifar and David Atienza.
Design, Automation and Test in Europe (DATE), Florence, Italy, March 2019.
BibTeX

Theses & Labs

	Title	Type	Contact/Supervisor	Assigned
Available Theses & Labs
	Applications of Deep Learning in NLP	M/S	Damian Pascual, Gino Brunner	available
	Cross-Lingual Alignment of Contextual Word Embeddings in Natural Language Processing	M/S	Zhao Meng, Damian Pascual	available
	Deep Learning for Natural Language Generation in Discrete Latent Space	M/S	Zhao Meng, Damian Pascual	available
	Deep Learning: Investigation of Transformer Models	M/S	Damian Pascual, Gino Brunner	available
	Generating Music for Dance Using Deep Learning	M/S	Zhao Meng, Damian Pascual	available
	Receiving Aircraft Messages with Deep Learning	M/S	Simon Tanner, Damian Pascual	available
	Understanding Deep Neural Networks by Fooling	M/S	Zhao Meng, Damian Pascual	available
Current Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	Classifying Medical Text using State-of-the-art Natural Language Processing Techniques	M	Damian Pascual	HS 20
	Expanding Natural Language Processing in Machines with Brain Activities	M	Damian Pascual, Béni Egressy	FS 20
	Investigating Reinforcement Learning Algorithms	S	Oliver Richter, Damian Pascual	HS 19
	Investigating Transformers	M	Gino Brunner, Damian Pascual	HS 19
Past Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	Exploration of Neural Architectures for Generation of Synthetic Epileptic Seizures [confidential]	S	Damian Pascual	HS 19
	Music Medley Generation [confidential]	G	Damian Pascual, Lukas Faber	HS 19	,
	EEG Data Generation with Generative Adversarial Networks [confidential]	B	Damian Pascual	FS 19
	Mode-S Physical Layer Deep Learning [confidential]	M	Simon Tanner, Damian Pascual	FS 19

Damian Pascual

Publications

Theses & Labs

Available Theses & Labs

Current Theses & Labs

Past Theses & Labs