DsNet: Dual stack network for detecting diabetes mellitus and chronic kidney disease
Recommended citation: Qi Zhang, Jianhang Zhou, Bob Zhang (2020). "DsNet: Dual stack network for detecting diabetes mellitus and chronic kidney disease." Information Sciences, 547, 945-962.
The two-stage strategy has been widely used in image classification. However, these methods barely take the classification criteria of the first stage into consideration in the second prediction stage. In this paper, we propose a novel Two-Stage Representation method (TSR), and convert it to a Single-Teacher SingleStudent (STSS) problem in our two-stage knowledge transfer framework for image classification.