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20212026
most citedHigh Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks

5 citations · 5 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.CV2024

JPEG Inspired Deep Learning

Ahmed H. Salamah, Kaixiang Zheng, Yiwen Liu +1

Although it is traditionally believed that lossy image compression, such as JPEG compression, has a negative impact on the performance of deep neural networks (DNNs), it is shown b…

cs.LG2024

How to Train the Teacher Model for Effective Knowledge Distillation

Shayan Mohajer Hamidi, Xizhen Deng, Renhao Tan +2

Recently, it was shown that the role of the teacher in knowledge distillation (KD) is to provide the student with an estimate of the true Bayes conditional probability density (BCP…