6.1k citations · 6.1k across the 12 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.NE2017★ 9 cited
NDT: Neual Decision Tree Towards Fully Functioned Neural Graph
Han Xiao
Though traditional algorithms could be embedded into neural architectures with the proposed principle of \cite{xiao2017hungarian}, the variables that only occur in the condition of…
cs.CL2017★ 3 cited
Hungarian Layer: Logics Empowered Neural Architecture
Han Xiao, Yidong Chen, Xiaodong Shi
Neural architecture is a purely numeric framework, which fits the data as a continuous function. However, lacking of logic flow (e.g. \textit{if, for, while}), traditional algorith…
cs.LG2017★ 6.1k cited
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao, Kashif Rasul, Roland Vollgraf
We present Fashion-MNIST, a new dataset comprising of 28x28 grayscale images of 70,000 fashion products from 10 categories, with 7,000 images per category. The training set has 60,…