9 citations · 20 across the 3 of their papers we have counts for
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cs.LG2021★ 9 cited
Efficient and Generic 1D Dilated Convolution Layer for Deep Learning
Narendra Chaudhary, Sanchit Misra, Dhiraj Kalamkar +5
Convolutional neural networks (CNNs) have found many applications in tasks involving two-dimensional (2D) data, such as image classification and image processing. Therefore, 2D con…
cs.LG2018★ 8 cited
Faster Neural Network Training with Approximate Tensor Operations
Menachem Adelman, Kfir Y. Levy, Ido Hakimi +1
We propose a novel technique for faster deep neural network training which systematically applies sample-based approximation to the constituent tensor operations, i.e., matrix mult…