Ioannis Siglidis
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Author Swipe
View article: Diffusion Models as Data Mining Tools
Diffusion Models as Data Mining Tools Open
This paper demonstrates how to use generative models trained for image synthesis as tools for visual data mining. Our insight is that since contemporary generative models learn an accurate representation of their training data, we can use …
View article: An Interpretable Deep Learning Approach for Morphological Script Type Analysis
An Interpretable Deep Learning Approach for Morphological Script Type Analysis Open
View article: The Learnable Typewriter: A Generative Approach to Text Analysis
The Learnable Typewriter: A Generative Approach to Text Analysis Open
We present a generative document-specific approach to character analysis and recognition in text lines. Our main idea is to build on unsupervised multi-object segmentation methods and in particular those that reconstruct images based on a …