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cs.LG2022
Not All Lotteries Are Made Equal
Surya Kant Sahu, Sai Mitheran, Somya Suhans Mahapatra
The Lottery Ticket Hypothesis (LTH) states that for a reasonably sized neural network, a sub-network within the same network yields no less performance than the dense counterpart w…
cs.LG2021
Audiomer: A Convolutional Transformer For Keyword Spotting
Surya Kant Sahu, Sai Mitheran, Juhi Kamdar +1
Transformers have seen an unprecedented rise in Natural Language Processing and Computer Vision tasks. However, in audio tasks, they are either infeasible to train due to extremely…