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FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference



Ruizhou Ding , Zeye Liu , Ting-Wu Chin , Diana Marculescu , R. D. , Blanton


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Regularizing Activation Distribution for Training Binarized Deep Networks



Ruizhou Ding , Ting-Wu Chin , Zeye Liu , Diana Marculescu


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LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks



Ruizhou Ding , Zeye Liu , Rongye Shi , Diana Marculescu , R. D. Blanton


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