Abstract: In the near future, Uncrewed Aerial Vehicles (UAVs) are expected to evolve from simple data collectors to intelligent data gatekeepers capable of processing and analyzing information ...
Knowledge Distillation (KD) has been established as an effective technique for reducing the resource requirements of models when tackling computer vision tasks. Prior work has studied how to distill ...
Abstract: The rapid growth in the size of deep learning models strains the capabilities of dense computation paradigms. Leveraging sparse computation has become increasingly popular for training and ...
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