CUNet: A Compact Unsupervised Network for Image Classification

no code implementations • 6 Jul 2016 • Le Dong, Ling He, Gaipeng Kong, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo

In this paper, we propose a compact network called CUNet (compact unsupervised network) to counter the image classification challenge.

Classification General Classification +1

A Hierarchical Distributed Processing Framework for Big Image Data

no code implementations • 3 Jul 2016 • Le Dong, Zhiyu Lin, Yan Liang, Ling He, Ning Zhang, Qi Chen, Xiaochun Cao, Ebroul lzquierdo

The proposed ICP framework consists of two mechanisms, i. e. SICP (Static ICP) and DICP (Dynamic ICP).

A Distributed Deep Representation Learning Model for Big Image Data Classification

no code implementations • 2 Jul 2016 • Le Dong, Na Lv, Qianni Zhang, Shanshan Xie, Ling He, Mengdie Mao

The result implies that our approach is more efficient than the conventional deep learning approaches, and can be applied to big data that is too complex for parameter designing focused approaches.

Distributed Computing General Classification +2