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Julia E Vogt
Assistant Professor, Computer Sience, Swiss Federal Institute of Technology
Joined
September 2017
Names
Julia E Vogt
,
Julia E. Vogt
Emails
****@julia-e-vogt.com
(Confirmed)
,
****@unibas.ch
(Confirmed)
,
****@inf.ethz.ch
(Confirmed)
,
****@inf.ethz.ch
(Confirmed)
,
****@ethz.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Assistant Professor
Computer Sience,
Swiss Federal Institute of Technology
(ethz.ch)
2019
–
Present
Assistant Professor
University of Basel
(unibas.ch)
2018
–
2019
Postdoc
University of Konstanz
(uni-konstanz.de)
2015
–
2017
Postdoc
Memorial Sloan Kettering Cancer Center
(mskcc.org)
2013
–
2015
Advisors, Relations & Conflicts
Postdoc Advisor
Gunnar Rätsch
2013
–
2015
PhD Advisor
Volker Roth
2008
–
2012
Expertise
generative models
,
VAEs
Present
explainable and interpretable ML
Present
representation learning
Present
healthcare
Present
medical informatics
Present
Publications
Block Redundancy in Tabular Foundation Models for Clinical Applications
Irene Cannistraci
,
Julia E Vogt
SD4H ICML 2026
Readers:
Everyone
Foundation Model for Cardiac Time Series via Masked Latent Attention
Moritz Vandenhirtz
,
Samuel Ruiperez-Campillo
,
Sonia Laguna
,
Simon Böhi
,
Irene Cannistraci
,
Andrea Agostini
,
Ece Ozkan
,
Thomas M. Sutter
,
Julia E Vogt
ICLR 2026 Workshop FM4Science Poster
Readers:
Everyone
From Leads to Latents: Attention-Driven Masked Autoencoder for ECG Time Series
Samuel Ruiperez-Campillo
,
Moritz Vandenhirtz
,
Simon Böhi
,
Sonia Laguna
,
Irene Cannistraci
,
Andrea Agostini
,
Ece Ozkan
,
Thomas M. Sutter
,
Julia E Vogt
ICLR 2026 Workshop GRaM Poster
Readers:
Everyone
From Leads to Latents: Attention-Driven Masked Autoencoder for ECG Time Series
Moritz Vandenhirtz
,
Samuel Ruiperez-Campillo
,
Simon Böhi
,
Sonia Laguna
,
Irene Cannistraci
,
Andrea Agostini
,
Ece Ozkan
,
Thomas M. Sutter
,
Julia E Vogt
ICLR 2026 Re-Align Workshop
Readers:
Everyone
Reference-Guided Machine Unlearning
Jonas Mirlach
,
Sonia Laguna
,
Julia E Vogt
TTU at ICLR 2026 (Main)
Readers:
Everyone
Reference-Guided Machine Unlearning
Jonas Mirlach
,
Sonia Laguna
,
Julia E Vogt
ICLR 2026 Workshop RSI ShortPaper
Readers:
Everyone
Reference-Guided Machine Unlearning
Jonas Mirlach
,
Sonia Laguna
,
Julia E Vogt
ICLR 2026 AIWILD
Readers:
Everyone
Beyond Independent Frames: Latent Attention Masked Autoencoders for Multi-View Echocardiography
Simon Böhi
,
Irene Cannistraci
,
Sergio Muñoz Gonzalez
,
Moritz Vandenhirtz
,
Sonia Laguna
,
Samuel Ruiperez-Campillo
,
Max Krähenmann
,
Andrea Agostini
,
Ece Ozkan
,
Thomas M. Sutter
,
Julia E Vogt
ICLR 2026 Workshop FM4Science Poster
Readers:
Everyone
Rethinking Machine Unlearning: Models Designed to Forget via Key Deletion
Sonia Laguna
,
Jorge da Silva Gonçalves
,
Moritz Vandenhirtz
,
Alain Ryser
,
Irene Cannistraci
,
Julia E Vogt
NFAM 2026 Poster
Readers:
Everyone
Rethinking Machine Unlearning: Models Designed to Forget via Key Deletion
Sonia Laguna
,
Jorge da Silva Gonçalves
,
Moritz Vandenhirtz
,
Alain Ryser
,
Irene Cannistraci
,
Julia E Vogt
TTU at ICLR 2026 (Main) Oral
Readers:
Everyone
View all 140 publications
Co-Authors
Alain Ryser
Alba Carballo-Castro
Alexander H. Hatteland
Alexander Immer
Alexander Marx
Alexander Sauter
Alice Bizeul
Alyssia Paschke
Amartya Sanyal
Andrea Agostini
Andreas Wicki
Anna Badura
Annika Dietz
Asja Fischer
Attila Juhos
Babak Shahbaba
Balthasar L. Hug
Bastian Rieck
Benjamin Gundersen
Bernhard Schölkopf
Björn Ommer
Boqi Chen
Bram Stieltjes
Christian Knorr
Christoph Lippert
View all 156 co-authors