research
∙
12/13/2020
Pseudo Shots: Few-Shot Learning with Auxiliary Data
In many practical few-shot learning problems, even though labeled exampl...
share
research
∙
09/01/2020
Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation
Knowledge distillation allows transferring knowledge from a pre-trained ...
research
∙
03/27/2020
Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions
Convolutional neural networks (CNNs) have a large number of variables an...
research
∙
02/09/2020
Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer
Convolutional neural networks (CNNs) are extensively beneficial for medi...
research
∙
02/09/2020
Splitting Convolutional Neural Network Structures for Efficient Inference
For convolutional neural networks (CNNs) that have a large volume of inp...
research
∙
02/09/2020
Convolutional Neural Network Pruning Using Filter Attenuation
Filters are the essential elements in convolutional neural networks (CNN...
research
∙
01/13/2020
Modeling of Pruning Techniques for Deep Neural Networks Simplification
Convolutional Neural Networks (CNNs) suffer from different issues, such ...
research
∙
12/31/2019
Modeling Neural Architecture Search Methods for Deep Networks
There are many research works on the designing of architectures for the ...
research
∙
12/31/2019
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation
Knowledge distillation (KD) is a new method for transferring knowledge o...
research
∙
09/16/2018
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network
Automating classification and segmentation process of abnormal regions i...
research
∙
08/23/2018
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames
Wireless capsule endoscopy (WCE) is an effective mean for diagnosis of g...
research
∙
02/21/2018
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization
Wireless capsule endoscopy (WCE) is an effective means of diagnosis of g...
research
∙
02/21/2018
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain
Reversible image watermarking guaranties restoration of both original co...
research
∙
02/21/2018
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background
By increasing the volume of telemedicine information, the need for medic...
research
∙
12/31/2017
Context aware saliency map generation using semantic segmentation
Saliency map detection, as a method for detecting important regions of a...
research
∙
09/06/2017
Adaptive Real-Time Removal of Impulse Noise in Medical Images
Noise is an important factor that degrades the quality of medical images...
research
∙
07/19/2017
