4 papers
Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation
Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi +4
Knowledge distillation allows transferring knowledge from a pre-trained model to another. However, it suffers from limitations, and constraints related to the two models need to be…
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks
Hamidreza Zarrabi, Ali Emami, Pejman Khadivi +2
Nowadays, with the development of public network usage, medical information is transmitted throughout the hospitals. The watermarking system can help for the confidentiality of med…
Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes
Shadrokh Samavi, Pejman Khadivi
Next to the high performance, the essential feature of the multiprocessor systems is their fault-tolerant capability. In this regard, fault-tolerant interconnection networks and es…
Flow of Information in Feed-Forward Deep Neural Networks
Pejman Khadivi, Ravi Tandon, Naren Ramakrishnan
Feed-forward deep neural networks have been used extensively in various machine learning applications. Developing a precise understanding of the underling behavior of neural networ…