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11/15/2021
Casting graph isomorphism as a point set registration problem using a simplex embedding and sampling
Graph isomorphism is an important problem as its worst-case time complex...
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06/15/2020
On the Preservation of Spatio-temporal Information in Machine Learning Applications
In conventional machine learning applications, each data attribute is as...
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05/14/2020
Evolutionary Simplicial Learning as a Generative and Compact Sparse Framework for Classification
Dictionary learning for sparse representations has been successful in ma...
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02/06/2020
The Mimicry Game: Towards Self-recognition in Chatbots
In standard Turing test, a machine has to prove its humanness to the jud...
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12/21/2019
Convolutional Neural Networks: A Binocular Vision Perspective
It is arguable that whether the single camera captured (monocular) image...
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01/15/2017
Boosting Dictionary Learning with Error Codes
In conventional sparse representations based dictionary learning algorit...
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06/27/2016
