134 citations · 295 across the 6 of their papers we have counts for
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cs.AI2017★ 134 cited
Weighted Transformer Network for Machine Translation
Karim Ahmed, Nitish Shirish Keskar, Richard Socher
State-of-the-art results on neural machine translation often use attentional sequence-to-sequence models with some form of convolution or recursion. Vaswani et al. (2017) propose a…
cs.LG2017★ 25 cited
Connectivity Learning in Multi-Branch Networks
Karim Ahmed, Lorenzo Torresani
While much of the work in the design of convolutional networks over the last five years has revolved around the empirical investigation of the importance of depth, filter sizes, an…
cs.CV2017★ 2 cited
BranchConnect: Large-Scale Visual Recognition with Learned Branch Connections
Karim Ahmed, Lorenzo Torresani
We introduce an architecture for large-scale image categorization that enables the end-to-end learning of separate visual features for the different classes to distinguish. The pro…