Bernhard Bermeitinger

35 papers B 1Journal 13Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable type 2 diabetes incidence prediction with AutoScore: A model based on standard clinical parameters.
Int. J. Medical Informatics
Andreas Leiherer, Laura Schnetzer, Sylvia Mink, Arthur Mader, Axel Mündlein, Bernhard Bermeitinger, Angela P. Moissl-Blanke, Winfried März, Angelika Hammerer-Lercher, Marcus E. Kleber, Heinz Drexel
2025 — conf
A Convexity-Dependent Two-Phase Training Algorithm for Deep Neural Networks.
IC3K (KDIR)
Tomas Hrycej, Bernhard Bermeitinger, Massimo Pavone, Götz-Henrik Wiegand, Siegfried Handschuh
2025 J jnl
A Convexity-dependent Two-Phase Training Algorithm for Deep Neural Networks.
CoRR
Tomas Hrycej, Bernhard Bermeitinger, Massimo Pavone, Götz-Henrik Wiegand, Siegfried Handschuh
2025 — conf
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG.
IJCNLP-AACL (Findings)
Ziwei Chen, Bernhard Bermeitinger, Christina Niklaus
2025 — conf
Integrating the Attention Mechanism Into State Space Models.
SDS
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
2024 — conf
Efficient Neural Network Training via Subset Pretraining.
KDIR
Jan Frederic Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh
2024 J jnl
Efficient Neural Network Training via Subset Pretraining.
CoRR
Jan Frederic Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh
2024 — conf
Exploring the Usefulness of Open and Proprietary LLMs in Argumentative Writing Support.
AIED Companion (2)
Reto Gubelmann, Michael Burkhard, Rositsa V. Ivanova, Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh
2024 — —
Investigating a Second-Order Optimization Strategy for Neural Networks.
Bernhard Bermeitinger
2024 — conf
Reducing the Transformer Architecture to a Minimum.
KDIR
Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh
2024 J jnl
Reducing the Transformer Architecture to a Minimum.
CoRR
Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh
2023 — conf
FinBERT-FOMC: Fine-Tuned FinBERT Model with Sentiment Focus Method for Enhancing Sentiment Analysis of FOMC Minutes.
ICAIF
Sandro Gössi, Ziwei Chen, Wonseong Kim, Bernhard Bermeitinger, Siegfried Handschuh
2023 — conf
Make Deep Networks Shallow Again.
KDIR
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2023 J jnl
Make Deep Networks Shallow Again.
CoRR
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2022 J jnl
Number of Attention Heads vs Number of Transformer-Encoders in Computer Vision.
CoRR
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
2022 — conf
Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision.
KDIR
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
2022 J jnl
Training Neural Networks in Single vs Double Precision.
CoRR
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
2022 — conf
Training Neural Networks in Single vs. Double Precision.
KDIR
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
2020 J jnl
Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics.
CoRR
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
2020 — conf
Multimodaler Bedeutungstransfer vom Text zum Bild. Granulare Bildklassifikation durch Verteilungssemantik.
DHd
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
2019 J jnl
Representational Capacity of Deep Neural Networks - A Computing Study.
CoRR
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2019 — conf
Representational Capacity of Deep Neural Networks: A Computing Study.
KDIR
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2019 — conf
Singular Value Decomposition and Neural Networks.
ICANN (2)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2019 J jnl
Singular Value Decomposition and Neural Networks.
CoRR
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
2019 — conf
Vom Bild zum Text und wieder zurück.
DHd
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
2018 B conf
A Multilingual Test Collection for the Semantic Search of Entity Categories.
LREC
Juliano Efson Sales, Siamak Barzegar, Wellington Franco, Bernhard Bermeitinger, Tiago Cunha, Brian Davis, André Freitas, Siegfried Handschuh
2018 — conf
Bildanalyse durch Distant Viewing - zur Identifizierung von klassizistischem Mobiliar in Interieurdarstellungen.
DHd
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
2018 — conf
Contextualizing Bandera: Ein Distant Watching Ansatz.
DHd
Bernhard Bermeitinger, Gernot Howanitz, Erik Radisch
2017 J jnl
A Sentence Simplification System for Improving Relation Extraction.
CoRR
Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas
2017 — conf
Neoclassica - an open framework for research in Neoclassicism.
DH
Simon Donig, Maria Christoforaki, Siegfried Handschuh, Bernhard Bermeitinger
2017 — conf
Object Classification in Images of Neoclassical Artifacts Using Deep Learning.
DH
Bernhard Bermeitinger, Simon Donig, Maria Christoforaki, André Freitas, Siegfried Handschuh
2017 J jnl
Object Classification in Images of Neoclassical Artifacts Using Deep Learning.
CoRR
Bernhard Bermeitinger, Maria Christoforaki, Simon Donig, Siegfried Handschuh
2017 J jnl
Object classification in images of Neoclassical furniture using Deep Learning.
CoRR
Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh
2016 — conf
A Sentence Simplification System for Improving Relation Extraction.
COLING (Demos)
Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas
2016 — conf
Object Classification in Images of Neoclassical Furniture Using Deep Learning.
CHDDH
Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh