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SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks
In this paper, we present SRDCNN: Strongly Regularized Deep Convolution Neural Network (DCNN) based deep architecture to perform time series classification tasks.
DOST -- Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels
The enormous demand for annotated data brought forth by deep learning techniques has been accompanied by the problem of annotation noise.
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