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 Deep Learning





BIGBIO: A Biomedical

Neural Information Processing Systems

BLUE (Biomedical Language Understanding Evaluation) is abenchmarkfor 10 datasetsrepresenting 5 tasks [34]. BLURB (Biomedical Language Understanding and Reasoning Benchmark) includes 13 datasetsand 7 tasks [19].



2 BackgroundandPreliminaries Given a labeled dataset of the form (xi,yi)

Neural Information Processing Systems

Convolutional Neural Networks (CNNs) have shown impressive performance in computer vision tasks such as image classification, detection, and segmentation. Moreover, recent work in Generative Adversarial Networks (GANs) has highlighted the importance of learning by progressively increasing the difficulty of a learningtask[26].