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Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree
Web Image Context Extraction (WICE) consists in obtaining the textual information describing an image using the content of the surrounding webpage.
Graphcore C2 Card performance for image-based deep learning application: A Report
Recently, Graphcore has introduced an IPU Processor for accelerating machine learning applications.
Weakly Supervised Semantic Segmentation of Satellite Images
When one wants to train a neural network to perform semantic segmentation, creating pixel-level annotations for each of the images in the database is a tedious task.
Image search using multilingual texts: a cross-modal learning approach between image and text
Moreover, by using multilingual embeddings we ensure that words from two different languages have close descriptors and thus are attached to similar images.
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