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Konstantin Dobler
Konstantin Dobler
Dirección de correo verificada de hpi.de - Página principal
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FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models
K Dobler, G De Melo
The 2023 Conference on Empirical Methods in Natural Language Processing, 2023
162023
Art Creation with Multi-Conditional StyleGANs
K Dobler, F Hübscher, J Westphal, A Sierra-Múnera, G de Melo, R Krestel
International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022
102022
Efficient Parallelization Layouts for Large-Scale Distributed Model Training
J Hagemann, S Weinbach, K Dobler, M Schall, G de Melo
Workshop on Advancing Neural Network Training: Computational Efficiency …, 2023
22023
Focus: Effective embedding initialization for specializing pretrained multilingual models on a single language
K Dobler, G de Melo
arXiv preprint arXiv:2305.14481, 2023
22023
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians
J Hoffbauer, S Sawicki, M Ulrich, T Buz, K Dobler, M Schneider, ...
Proceedings of the 1st Workshop on Towards Knowledgeable Language Models …, 2024
2024
Image Classification in the Art Domain
JM Burmeister, K Dobler, N Müller
Deep learning for computer vision in the art domain: proceedings of the …, 2021
2021
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough
K Dobler, G de Melo
2nd Workshop on Advancing Neural Network Training: Computational Efficiency …, 0
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