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pro vyhledávání: '"Lotz, Jonas F."'
Pixel-based language models process text rendered as images, which allows them to handle any script, making them a promising approach to open vocabulary language modelling. However, recent approaches use text renderers that produce a large set of alm
Externí odkaz:
http://arxiv.org/abs/2311.00522
Image captioning models are typically trained by treating all samples equally, neglecting to account for mismatched or otherwise difficult data points. In contrast, recent work has shown the effectiveness of training models by scheduling the data usi
Externí odkaz:
http://arxiv.org/abs/2305.03610
Autor:
Rust, Phillip, Lotz, Jonas F., Bugliarello, Emanuele, Salesky, Elizabeth, de Lhoneux, Miryam, Elliott, Desmond
Language models are defined over a finite set of inputs, which creates a vocabulary bottleneck when we attempt to scale the number of supported languages. Tackling this bottleneck results in a trade-off between what can be represented in the embeddin
Externí odkaz:
http://arxiv.org/abs/2207.06991
Recent advances in image captioning are mainly driven by large-scale vision-language pretraining, relying heavily on computational resources and increasingly large multimodal datasets. Instead of scaling up pretraining data, we ask whether it is poss
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c10b9a468666e28b11440f58079dc7eb
http://arxiv.org/abs/2305.03610
http://arxiv.org/abs/2305.03610
Autor:
Due, Jeppe Klok, Cabello Piqueras, Laura, Fierro, Constanza, Lotz, Jonas F., Rust, Phillip, Rommedahl, Joen, Igel, Christian, Elliott, Desmond, Pedersen, Carsten B., Salazar, Israfel, Søgaard, Anders
Publikováno v:
Due, J K, Cabello Piqueras, L, Fierro, C, Lotz, J F, Rust, P, Rommedahl, J, Igel, C, Elliott, D, Pedersen, C B, Salazar, I & Søgaard, A 2022, ' Date Recognition in Historical Parish Records ', Paper presented at International Conference on Frontiers in Handwriting Recognition, Hyderabad, India, 04/12/2022-08/12/2022 pp. 49-64 . < https://link.springer.com/chapter/10.1007/978-3-031-21648-0_4 >
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______9693::f1d62ab08c2e1117c6d4fd92927ce9db
https://hdl.handle.net/109.1.5/69edc12d-9f96-4db1-bf05-0612c4b358d1
https://hdl.handle.net/109.1.5/69edc12d-9f96-4db1-bf05-0612c4b358d1