74 citations · 173 across the 30 of their papers we have counts for
3 papers · 1 filter
GPEX, A Framework For Interpreting Artificial Neural Networks
Amir Akbarnejad, Gilbert Bigras, Nilanjan Ray
The analogy between Gaussian processes (GPs) and deep artificial neural networks (ANNs) has received a lot of interest, and has shown promise to unbox the blackbox of deep ANNs. Ex…
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction
Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang +1
Dynamic model pruning is a recent direction that allows for the inference of a different sub-network for each input sample during deployment. However, current dynamic methods rely…
Unknown-box Approximation to Improve Optical Character Recognition Performance
Ayantha Randika, Nilanjan Ray, Xiao Xiao +1
Optical character recognition (OCR) is a widely used pattern recognition application in numerous domains. There are several feature-rich, general-purpose OCR solutions available fo…