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cs.LG2024★ 11 cited
DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction
Pouria Golshanrad, Fathiyeh Faghih
Recurrent neural networks (RNNs) have emerged as powerful tools for processing sequential data in various fields, including natural language processing and speech recognition. Howe…
cs.LG2020
Self-Competitive Neural Networks
Iman Saberi, Fathiyeh Faghih
Deep Neural Networks (DNNs) have improved the accuracy of classification problems in lots of applications. One of the challenges in training a DNN is its need to be fed by an enric…