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Utilizing Effective Linearity in Deep Neural Networks for Model Compression

2025 - 2026

My master thesis was on the topic of model compression. Specifically, the question was whether linear behaviour shown in some models could be used for compression. My research indicates that …

CNNs Deep Learning Huggingface Inherent Linearity Machine Learning Model Compression Python PyTorch Research Transformers
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