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Devesh Walawalkar

2 accepted papers

2020

Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification

ICASSP 2020accepted

Convolutional neural networks (CNN) are capable of learning robust representation with different regularization methods and activations as convolutional layers are spatially correlated. Based on this property, a large variety of regional dropout strategies have been proposed, such as Cutout [1], Dro…

Cited by 0SourceScholar
2020

Online Ensemble Model Compression using Knowledge Distillation

ECCV 2020poster

This paper presents a novel knowledge distillation based model compression framework consisting of a student ensemble. It enables distillation of simultaneously learnt ensemble knowledge onto each of the compressed student models. Each model learns unique representations from the data distribution d…

Cited by 67SourcePDFScholar