Nidhi Gowdra | DeepAI

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Featured Co-authors

Roopak Sinha
23 publications
Stephen MacDonell
15 publications
Wei Qi Yan
1 publication

research

∙ 06/27/2021

Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic

Convolutional Neural Networks (CNNs) such as ResNet-50, DenseNet-40 and ...

0 Nidhi Gowdra, et al. ∙

research

∙ 05/10/2021

Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images

Neural saturation in Deep Neural Networks (DNNs) has been studied extens...

0 Nidhi Gowdra, et al. ∙

research

∙ 05/10/2021

Examining convolutional feature extraction using Maximum Entropy (ME) and Signal-to-Noise Ratio (SNR) for image classification

Convolutional Neural Networks (CNNs) specialize in feature extraction ra...

0 Nidhi Gowdra, et al. ∙