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Felix Gers
Full Professor, Computer Science, Berliner Hochschule für Technik
Joined
January 2025
Names
Felix Gers
(Preferred)
,
Felix Alexander Gers
,
Felix A. Gers
,
F. A. Gers
,
F. Gers
Emails
****@bht-berlin.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Semantic Scholar
ACL Anthology
Career & Education History
Full Professor
Computer Science,
Berliner Hochschule für Technik
(bht-berlin.de)
2005
–
Present
PhD student
Artificial Intelligence,
IDSIA
(idsia.ch)
1997
–
2001
Researcher
ATR
(atr.jp)
1995
–
1996
MS student
Physics,
Universität Hannover
(uni-hannover.de)
1989
–
1995
Advisors, Relations & Conflicts
Coauthor
Alexander Löser
Present
Coauthor
Betty van Aken
Present
Coauthor
Benjamin Winter
Present
Coauthor
Jens-Michalis Papaioannou
Present
Coauthor
Alexei Figueroa
Present
Coauthor
Conor Fallon
Present
Coauthor
Keno Bressem
Present
Coauthor
Wolfgang Nejdl
Present
Coworker
Felix Biessmann
Present
Coworker
Erik Rodner
Present
Coworker
Kristian Hildebrand
Present
Coworker
Amy Siu
Present
PhD Advisee
Justus Westerhoff
2024
–
Present
PhD Advisee
Golzar Atefi
2024
–
Present
PhD Advisor
Jürgen Schmidhuber
1997
–
2001
Expertise
deep learning
,
RNNs
,
LSTM
Present
NLP
,
predictive Medicine
Present
transformer
,
architecture
,
memory
Present
neurociene
,
bio inspired
,
NN
Present
imprinting
,
continual learning
,
few shot learning
Present
sequence learning
,
representation learning
,
concepts
Present
neural cellular automata
Present
Publications
Robust Conformal Prediction for Infrequent Classes
Jens-Michalis Papaioannou
,
Sebastian Jäger
,
Alexei Figueroa
,
David Stutz
,
Betty van Aken
,
Keno Bressem
,
Wolfgang Nejdl
,
Felix Gers
,
Alexander Löser
,
Felix Biessmann
Accepted by TMLR
Readers:
Everyone
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation
Justus Westerhoff
,
Golzar Atefi
,
Mario Koddenbrock
,
Alexei Figueroa
,
Alexander Löser
,
Erik Rodner
,
Felix Alexander Gers
Accepted by TMLR
Readers:
Everyone
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation
Justus Westerhoff
,
Golzar Atefi
,
Mario Koddenbrock
,
Alexei Figueroa
,
Alexander Löser
,
Erik Rodner
,
Felix A. Gers
CoRR 2025
Readers:
Everyone
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction
Alexei Figueroa
,
Justus Westerhoff
,
Golzar Atefi
,
Dennis Fast
,
Benjamin Winter
,
Felix Alexander Gers
,
Alexander Löser
,
Wolfgang Nejdl
CoRR 2025
Readers:
Everyone
Boosting Long-Tail Data Classification with Sparse Prototypical Networks
Alexei Figueroa
,
Jens-Michalis Papaioannou
,
Conor Fallon
,
Alexandra Bekiaridou
,
Keno K. Bressem
,
Stavros Zanos
,
Felix A. Gers
,
Wolfgang Nejdl
,
Alexander Löser
ECML/PKDD (7) 2024
Readers:
Everyone
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment
Benjamin Winter
,
Alexei Gustavo Figueroa Rosero
,
Alexander Löser
,
Felix Alexander Gers
,
Nancy Katerina Figueroa Rosero
,
Ralf Krestel
LREC/COLING 2024
Readers:
Everyone
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction
Paul Grundmann
,
Tom Oberhauser
,
Felix A. Gers
,
Alexander Löser
Published: 01 Jan 2022, Last Modified: 02 Sept 2023
COLING 2022
Readers:
Everyone
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
Betty van Aken
,
Jens-Michalis Papaioannou
,
Marcel Ganesh Naik
,
Georgios Eleftheriadis
,
Wolfgang Nejdl
,
Felix A. Gers
,
Alexander Löser
Published: 01 Jan 2022, Last Modified: 02 Sept 2023
AACL/IJCNLP (1) 2022
Readers:
Everyone
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Jens-Michalis Papaioannou
,
Paul Grundmann
,
Betty van Aken
,
Athanasios Samaras
,
Ilias Kyparissidis
,
George Giannakoulas
,
Felix A. Gers
,
Alexander Löser
Published: 01 Jan 2022, Last Modified: 02 Sept 2023
LREC 2022
Readers:
Everyone
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Jens-Michalis Papaioannou
,
Paul Grundmann
,
Betty van Aken
,
Athanasios Samaras
,
Ilias Kyparissidis
,
George Giannakoulas
,
Felix A. Gers
,
Alexander Löser
Published: 01 Jan 2022, Last Modified: 02 Sept 2023
CoRR 2022
Readers:
Everyone
View all 51 publications
Co-Authors
Alessandro Checco
Alexander Löser
Alexandra Bekiaridou
Alexei Figueroa
Alexei Figueroa Rosero
Alexei Gustavo Figueroa Rosero
Amy Siu
Andrzej Buller
Arvin Agah
Athanasios Samaras
Benjamin Winter
Betty van Aken
Conor Fallon
David Stutz
Dennis Fast
Douglas Eck
Erik Rodner
Felix Biessmann
Fred A. Cummins
George Giannakoulas
Georgios Eleftheriadis
Golzar Atefi
Hugo de Garis
Ilias Kyparissidis
Iurii Chernushenko
View all 58 co-authors