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  • All (20993) +299
    • AI (3155) +14
    • DevOps (933) +7
    • Software (11054) +203
    • IT (5802) +74
    • Education (48)
  • Notice
  • All (20993) +299
  • AI (3155) +14
  • DevOps (933) +7
  • Software (11054) +203
  • IT (5802) +74
  • Education (48)
  • Notice
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  • 2 weeks ago · ai

    Communication-Efficient On-Device Machine Learning: Federated Distillation andAugmentation under Non-IID Private Data

    Overview Imagine your phone helping AI learn without handing over all your pictures. New methods enable phones to learn locally and only share tiny notes, achi...

    #federated learning #on-device AI #privacy-preserving ML #federated distillation #data augmentation #non-iid data #communication-efficient training #generative models
  • 2 weeks ago · ai

    WTF is Synthetic Data Generation?

    WTF is this: Synthetic Data Generation Edition Ah, the joys of living in a world where robots can generate fake data that's almost as good as the real thing. It...

    #synthetic data #data generation #machine learning #AI training #simulation #self-driving cars #data augmentation
  • 3 weeks ago · ai

    AutoAugment: Learning Augmentation Policies from Data

    Overview AutoAugment is a method that automatically discovers effective image augmentation policies. By systematically testing many simple transformations—such...

    #autoaugment #data augmentation #computer vision #image classification #machine learning #deep learning #neural networks
  • 1 month ago · ai

    Improved Baselines with Momentum Contrastive Learning

    Overview Teaching computers to recognize patterns without labeled data—known as unsupervised learning—has become more accessible thanks to simple tweaks to the...

    #momentum contrast #MoCo #contrastive learning #unsupervised learning #data augmentation #baseline improvement #computer vision
  • 1 month ago · ai

    [Paper] Deep Learning-Based Multiclass Classification of Oral Lesions with Stratified Augmentation

    Oral cancer is highly common across the globe and is mostly diagnosed during the later stages due to the close visual similarity to benign, precancerous, and ma...

    #oral lesions #multiclass classification #medical imaging #data augmentation #deep learning
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