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Touba Malekzadeh

2 accepted papers

2021

Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning

NeurIPS 2021poster

Multimodal meta-learning is a recent problem that extends conventional few-shot meta-learning by generalizing its setup to diverse multimodal task distributions. This setup makes a step towards mimicking how humans make use of a diverse set of prior skills to learn new skills. Previous work has achi…

2018

Fine-Grained Wound Tissue Analysis Using Deep Neural Network

ICASSP 2018accepted

Tissue assessment for chronic wounds is the basis of wound grading and selection of treatment approaches. While several image processing approaches have been proposed for automatic wound tissue analysis, there has been a shortcoming in these approaches for clinical practices. In particular, seemingl…

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