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ORCIDBernhard Bermeitinger
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2020 – today
- 2024
[b1]Bernhard Bermeitinger:
Investigating a Second-Order Optimization Strategy for Neural Networks. University of Passau, Germany, 2024- [c18]Reto Gubelmann
, Michael Burkhard, Rositsa V. Ivanova, Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh:
Exploring the Usefulness of Open and Proprietary LLMs in Argumentative Writing Support. AIED Companion (2) 2024: 175-182 - [c17]Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh:
Reducing the Transformer Architecture to a Minimum. KDIR 2024: 234-241 - [c16]Jan Frederic Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh:
Efficient Neural Network Training via Subset Pretraining. KDIR 2024: 242-249 - [i11]Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh:
Reducing the Transformer Architecture to a Minimum. CoRR abs/2410.13732 (2024) - [i10]Jan Frederic Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh:
Efficient Neural Network Training via Subset Pretraining. CoRR abs/2410.16523 (2024) - 2023
- [c15]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Make Deep Networks Shallow Again. KDIR 2023: 339-346 - [c14]Sandro Gössi, Ziwei Chen, Wonseong Kim, Bernhard Bermeitinger, Siegfried Handschuh:
FinBERT-FOMC: Fine-Tuned FinBERT Model with Sentiment Focus Method for Enhancing Sentiment Analysis of FOMC Minutes. ICAIF 2023: 357-364 - [i9]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Make Deep Networks Shallow Again. CoRR abs/2309.08414 (2023) - 2022
- [c13]Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Training Neural Networks in Single vs. Double Precision. KDIR 2022: 307-314 - [c12]Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision. KDIR 2022: 315-321 - [i8]Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Training Neural Networks in Single vs Double Precision. CoRR abs/2209.07219 (2022) - [i7]Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Number of Attention Heads vs Number of Transformer-Encoders in Computer Vision. CoRR abs/2209.07221 (2022) - 2020
- [c11]Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh:
Multimodaler Bedeutungstransfer vom Text zum Bild. Granulare Bildklassifikation durch Verteilungssemantik. DHd 2020 - [i6]Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh:
Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics. CoRR abs/2001.02372 (2020)
2010 – 2019
- 2019
- [c10]Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh:
Vom Bild zum Text und wieder zurück. DHd 2019 - [c9]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Representational Capacity of Deep Neural Networks: A Computing Study. KDIR 2019: 532-538 - [c8]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Singular Value Decomposition and Neural Networks. ICANN (2) 2019: 153-164 - [i5]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Singular Value Decomposition and Neural Networks. CoRR abs/1906.11755 (2019) - [i4]Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh:
Representational Capacity of Deep Neural Networks - A Computing Study. CoRR abs/1907.08475 (2019) - 2018
- [c7]Bernhard Bermeitinger, Gernot Howanitz, Erik Radisch:
Contextualizing Bandera: Ein Distant Watching Ansatz. DHd 2018 - [c6]Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh:
Bildanalyse durch Distant Viewing - zur Identifizierung von klassizistischem Mobiliar in Interieurdarstellungen. DHd 2018 - [c5]Juliano Efson Sales, Siamak Barzegar, Wellington Franco, Bernhard Bermeitinger, Tiago Cunha, Brian Davis, André Freitas, Siegfried Handschuh:
A Multilingual Test Collection for the Semantic Search of Entity Categories. LREC 2018 - 2017
- [c4]Bernhard Bermeitinger, Simon Donig, Maria Christoforaki, André Freitas, Siegfried Handschuh:
Object Classification in Images of Neoclassical Artifacts Using Deep Learning. DH 2017 - [c3]Simon Donig, Maria Christoforaki, Siegfried Handschuh, Bernhard Bermeitinger:
Neoclassica - an open framework for research in Neoclassicism. DH 2017 - [i3]Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh:
Object classification in images of Neoclassical furniture using Deep Learning. CoRR abs/1703.02445 (2017) - [i2]Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas:
A Sentence Simplification System for Improving Relation Extraction. CoRR abs/1703.09013 (2017) - [i1]Bernhard Bermeitinger, Maria Christoforaki, Simon Donig, Siegfried Handschuh:
Object Classification in Images of Neoclassical Artifacts Using Deep Learning. CoRR abs/1710.04943 (2017) - 2016
- [c2]Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh:
Object Classification in Images of Neoclassical Furniture Using Deep Learning. CHDDH 2016: 109-112 - [c1]Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas:
A Sentence Simplification System for Improving Relation Extraction. COLING (Demos) 2016: 170-174
Coauthor Index
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