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cs.LG2021
Self Training with Ensemble of Teacher Models
Soumyadeep Ghosh, Sanjay Kumar, Janu Verma +1
In order to train robust deep learning models, large amounts of labelled data is required. However, in the absence of such large repositories of labelled data, unlabeled data can b…
cs.LG2019
On Learning Density Aware Embeddings
Soumyadeep Ghosh, Richa Singh, Mayank Vatsa
Deep metric learning algorithms have been utilized to learn discriminative and generalizable models which are effective for classifying unseen classes. In this paper, a novel noise…