most citedIdentification of Stochasticity by Matrix-decomposition: Applied on Black Hole Data

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cs.CV2021

Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks

Yogesh Kochar, Sunil Kumar Vengalil, Neelam Sinha

Success of deep neural networks in diverse tasks across domains of computer vision, speech recognition and natural language processing, has necessitated understanding the dynamics…

cs.CV2021

Towards Learning a Vocabulary of Visual Concepts and Operators using Deep Neural Networks

Sunil Kumar Vengalil, Neelam Sinha

Deep neural networks have become the default choice for many applications like image and video recognition, segmentation and other image and video related tasks.However, a critical…