Ali Muhammad Shaikh

Pruning filters with L1-norm and capped L1-norm for CNN compression

Aakash Kumar, Ali Muhammad Shaikh, Yun Li et al. · Applied Intelligence · 2020 · 161 citations

Lossy Compression, Engineering, Machine Learning +6

Advanced efficient strategy for detection of dark objects based on spiking network with multi-box detection

Munawar Ali, Baoqun Yin, Hazrat Bilal et al. · Multimedia Tools and Applications · 2023 · 63 citations

Machine Vision, Engineering, Advanced Efficient Strategy +10

Building on prior lightweight CNN model combined with LSTM-AM framework to guide fault detection in fixed-wing UAVs

Aakash Kumar, Shifeng Wang, Ali Muhammad Shaikh et al. · International Journal of Machine Learning and Cybernetics · 2024 · 39 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Fixed-wing Uavs +10

DSQN: Robust path planning of mobile robot based on deep spiking Q-network

Aakash Kumar, Lei Zhang, Hazrat Bilal et al. · Neurocomputing · 2025 · 18 citations

CorrNet: pearson correlation based pruning for efficient convolutional neural networks

Aakash Kumar, Baoqun Yin, Ali Muhammad Shaikh et al. · International Journal of Machine Learning and Cybernetics · 2022 · 11 citations