Pioneering Visual Representations
VirTex – Pioneering Visual Representations through Textual Annotations VirTex, a groundbreaking pretraining approach that leverages semantically dense captions to learn visual representations. By training convolutional neural networks (CNNs) and Transformers from scratch on the COCO Captions dataset, VirTex aims to transfer the CNN to downstream vision
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Extractive Text Summarization
Discourse-Aware Neural Extractive Text Summarization In the era of information overload, effective text summarization plays a pivotal role in distilling vast amounts of content into concise, digestible insights. Traditional approaches to extractive summarization often fall short in capturing the nuanced discourse structure of text, leading to
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