21 citations · 103 across the 22 of their papers we have counts for
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cs.LG2018★ 21 cited
DeepTwist: Learning Model Compression via Occasional Weight Distortion
Dongsoo Lee, Parichay Kapoor, Byeongwook Kim
Model compression has been introduced to reduce the required hardware resources while maintaining the model accuracy. Lots of techniques for model compression, such as pruning, qua…
cs.LG2018★ 12 cited
Retraining-Based Iterative Weight Quantization for Deep Neural Networks
Dongsoo Lee, Byeongwook Kim
Model compression has gained a lot of attention due to its ability to reduce hardware resource requirements significantly while maintaining accuracy of DNNs. Model compression is e…