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Online Ensemble Model Compression using Knowledge Distillation
This paper presents a novel knowledge distillation based model compressi...
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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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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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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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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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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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Grammatical facial expression recognition using customized deep neural network architecture
This paper proposes to expand the visual understanding capacity of compu...
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Devesh Walawalkar
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