Essays about: "Jacob Åslund"
Found 2 essays containing the words Jacob Åslund.
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1. Zero/Few-Shot Text Classification : A Study of Practical Aspects and Applications
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : SOTA language models have demonstrated remarkable capabilities in tackling NLP tasks they have not been explicitly trained on – given a few demonstrations of the task (few-shot learning), or even none at all (zero-shot learning). The purpose of this Master’s thesis has been to investigate practical aspects and potential applications of zero/few-shot learning in the context of text classification. READ MORE
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2. Compression of Generative Networks for Single Image Super-Resolution
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this research project we have compressed the model size of a generative neural network trained to upscale low resolution images. After first training a large network for this task, we used knowledge distillation to train smaller networks to approximate its output. READ MORE