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    • Improving Representation Learning for Deep Clustering and Few-shot Learning 

      Trosten, Daniel Johansen (Doctoral thesis; Doktorgradsavhandling, 2023-08-23)
      <p>The amounts of data in the world have increased dramatically in recent years, and it is quickly becoming infeasible for humans to label all these data. It is therefore crucial that modern machine learning systems can operate with few or no labels. The introduction of deep learning and deep neural networks has led to impressive advancements in several areas of machine learning. These advancements ...