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cs.LG2023★ 1 cited
Intelligent gradient amplification for deep neural networks
Sunitha Basodi, Krishna Pusuluri, Xueli Xiao +1
Deep learning models offer superior performance compared to other machine learning techniques for a variety of tasks and domains, but pose their own challenges. In particular, deep…
cs.LG2020
Deep Neural Networks with Short Circuits for Improved Gradient Learning
Ming Yan, Xueli Xiao, Joey Tianyi Zhou +1
Deep neural networks have achieved great success both in computer vision and natural language processing tasks. However, mostly state-of-art methods highly rely on external trainin…