Qatar University QSpace (Qatar University) · 2022 · 107 citations · 32 references
ComputingComputer ScienceArtificial IntelligenceMachine LearningOptimizationDeep LearningNeural NetworksOptimization For Machine LearningComputational EfficiencyComputational Efficiency AnalysisConvolutional Neural NetworksHeterogeneous NetworksNetwork HeterogeneityPerformance DegradationTraining
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Fully convolutional networks for semantic segmentation
Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · 2017 · 21.9K citations · Full text
An overview of gradient descent optimization algorithms
Sebastian Ruder · arXiv (Cornell University) · 2016 · 4.8K citations · Full text