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WeightScale: Interpreting Weight Change in Neural Networks

Jul 07, 2021
Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh

* 9 pages, 8 figures. arXiv admin note: text overlap with arXiv:2011.06735 

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Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change

Dec 01, 2020
Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid

* 14 pages, 20 figures 

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A Genetic Algorithm Based Approach for Satellite Autonomy

Nov 15, 2020
Sidhdharth Sikka, Harshvardhan Sikka

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Benchmarking Differentially Private Residual Networks for Medical Imagery

Jun 28, 2020
Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti, Andrew Trask

* 5 Pages, 3 Figures 

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A Deeper Look at the Unsupervised Learning of Disentangled Representations in $β$-VAE from the Perspective of Core Object Recognition

Apr 25, 2020
Harshvardhan Sikka

* 65 Pages, 6 Figures, Thesis 

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A Closer Look at Disentangling in $β$-VAE

Dec 11, 2019
Harshvardhan Sikka, Weishun Zhong, Jun Yin, Cengiz Pehlevan

* Presented at the 53rd Asilomar Conference on Signals, Systems, and Computers 

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