Search Results for author: Touba Malekzadeh

Found 4 papers, 2 papers with code

A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot

1 code implementation26 Jul 2023 Milad Abdollahzadeh, Touba Malekzadeh, Christopher T. H. Teo, Keshigeyan Chandrasegaran, Guimeng Liu, Ngai-Man Cheung

In machine learning, generative modeling aims to learn to generate new data statistically similar to the training data distribution.

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

1 code implementation NeurIPS 2021 Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung

Second, inspired by hard parameter sharing in multi-task learning and a new interpretation of related work, we propose a new multimodal meta-learner that outperforms existing work by considerable margins.

Meta-Learning Multi-Task Learning

Multi-focus Image Fusion for Visual Sensor Networks

no code implementations28 Sep 2020 Milad Abdollahzadeh, Touba Malekzadeh, Hadi Seyedarabi

Image fusion in visual sensor networks (VSNs) aims to combine information from multiple images of the same scene in order to transform a single image with more information.

Aircraft Fuselage Defect Detection using Deep Neural Networks

no code implementations26 Dec 2017 Touba Malekzadeh, Milad Abdollahzadeh, Hossein Nejati, Ngai-Man Cheung

To ensure flight safety of aircraft structures, it is necessary to have regular maintenance using visual and nondestructive inspection (NDI) methods.

Defect Detection

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