research
∙
06/19/2023
Handwritten Text Recognition from Crowdsourced Annotations
In this paper, we explore different ways of training a model for handwri...
share
research
∙
01/18/2023
Model-based inexact graph matching on top of CNNs for semantic scene understanding
Deep learning based pipelines for semantic segmentation often ignore str...
research
∙
05/13/2022
Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study
An important limitation to the development of AI-based solutions for In ...
research
∙
03/01/2022
Towards deep learning-powered IVF: A large public benchmark for morphokinetic parameter prediction
An important limitation to the development of Artificial Intelligence (A...
research
∙
01/31/2022
Metrics for saliency map evaluation of deep learning explanation methods
Due to the black-box nature of deep learning models, there is a recent d...
research
∙
06/04/2021
Improve the Interpretability of Attention: A Fast, Accurate, and Interpretable High-Resolution Attention Model
The prevalence of employing attention mechanisms has brought along conce...
research
∙
09/19/2017