Search Results for author: Konstantina Nikolaidou

Found 4 papers, 3 papers with code

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models

1 code implementation29 Mar 2023 Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki

Our proposed method is able to generate realistic word image samples from different writer styles, by using class index styles and text content prompts without the need of adversarial training, writer recognition, or text recognition.

 Ranked #1 on HTR on IAM

Data Augmentation Denoising +5

A Survey of Historical Document Image Datasets

no code implementations16 Mar 2022 Konstantina Nikolaidou, Mathias Seuret, Hamam Mokayed, Marcus Liwicki

However, because of the very large variety of the actual data (e. g., scripts, tasks, dates, support systems, and amount of deterioration), the different formats for data and label representation, and the different evaluation processes and benchmarks, finding appropriate datasets is a difficult task.

Document Classification

Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms

2 code implementations LREC 2022 Tosin P. Adewumi, Roshanak Vadoodi, Aparajita Tripathy, Konstantina Nikolaidou, Foteini Liwicki, Marcus Liwicki

The challenges with NLP systems with regards to tasks such as Machine Translation (MT), word sense disambiguation (WSD) and information retrieval make it imperative to have a labelled idioms dataset with classes such as it is in this work.

Information Retrieval Machine Translation +5

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