Damian Pascual

Publications

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

	Title	Type	Contact/Supervisor	Assigned
Available Theses & Labs
	Applications of Deep Learning in NLP	M/S	Damian Pascual, Gino Brunner	available
	Biomedical Data Generation using GANs	M/S	Damian Pascual	available
	Deep Learning: Investigation of Transformer Models	M/S	Damian Pascual, Gino Brunner	available
	Translating modern English to Homeric Style with Deep Learning	M	Damian Pascual, Gino Brunner	available
Current Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	Exploration of neural architectures for generation of synthetic epileptic seizures	S	Damian Pascual	HS 19
	Investigating Reinforcement Learning Algorithms	S	Oliver Richter, Damian Pascual	HS 19
	Investigating Transformers	M	Gino Brunner, Damian Pascual	HS 19
	Music Medley Generation	S	Damian Pascual, Lukas Faber	HS 19	,
Past Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	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