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11/15/2020
Online Ensemble Model Compression using Knowledge Distillation
This paper presents a novel knowledge distillation based model compressi...
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03/29/2020
Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification
Convolutional neural networks (CNN) are capable of learning robust repre...
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08/28/2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis
Active Learning methods create an optimized and labeled training set fro...
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12/21/2018
An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition
In this project, we worked on speech recognition, specifically predictin...
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09/25/2018
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis
Deep learning models have been successfully used in medical image analys...
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01/04/2018
A fully automated framework for lung tumour detection, segmentation and analysis
Early and correct diagnosis is a very important aspect of cancer treatme...
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11/16/2017