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1. 1. Semi-supervised Learning for Real-world Object Recognition using Adversarial Autoencoders

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Sudhanshu Mittal; [2017]
   Keywords : Semi-supervised Learning; Object Recognition; Adversarial Training; Autoencoders;

   Abstract : For many real-world applications, labeled data can be costly to obtain. Semi-supervised learning methods make use of substantially available unlabeled data along with few labeled samples. Most of the latest work on semi-supervised learning for image classification show performance on standard machine learning datasets like MNIST, SVHN, etc. READ MORE