14 citations · 55 across the 24 of their papers we have counts for
4 papers · 1 filter
Neural Network Pruning Through Constrained Reinforcement Learning
Shehryar Malik, Muhammad Umair Haider, Omer Iqbal +1
Network pruning reduces the size of neural networks by removing (pruning) neurons such that the performance drop is minimal. Traditional pruning approaches focus on designing metri…
Camera Calibration through Camera Projection Loss
Talha Hanif Butt, Murtaza Taj
Camera calibration is a necessity in various tasks including 3D reconstruction, hand-eye coordination for a robotic interaction, autonomous driving, etc. In this work we propose a…
Survey of Image Based Graph Neural Networks
Usman Nazir, He Wang, Murtaza Taj
In this survey paper, we analyze image based graph neural networks and propose a three-step classification approach. We first convert the image into superpixels using the Quickshif…
Spatio-temporal Crop Classification On Volumetric Data
Muhammad Usman Qadeer, Salar Saeed, Murtaza Taj +1
Large-area crop classification using multi-spectral imagery is a widely studied problem for several decades and is generally addressed using classical Random Forest classifier. Rec…