Concepts and Methods Explained

How difficult is matching images and text? – An investigation

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Ordinarily, we call the channels of communication and sensation modalities. We experience the world involving multiple modalities, such as vision, hearing or touch. A system which handles dataset includes multiple modalities is characterized as a multi-modality modal. For example, MSCOCO dataset contains not only the images, but also the language captions for each image. Utilizing […]

Concepts and Methods Explained

Adversarial Training

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What does adversarial mean in NLP? In the past two years, machine learning, particularly neural computer vision and NLP, have seen a tremendous rise in popularity of all things adversarial. In this blog post I will give an overview of the two most popular training methods that are commonly referred to as adversarial: Injecting adversarial […]