M. Sarmad

Explaining Deep Neural Networks for Point Clouds using Gradient-based Visualisations

Jawad Tayyub, M. Sarmad, Nicolas Schonborn, 2022, ACCV.

LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation pdf

Jani Boutellier, Abol Basher, Muhammad Sarmad, 2021, ArXiv.

Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network pdf

Munchurl Kim, Hyunjoo Jenny Lee, Juan Luis Gonzalez, 2018, ArXiv.

Sampled data robust control for a magnetic levitation system — Some practical considerations

Shakil Ahmed, Muhammad Sarmad, Mamoona Birkhez Shami, 2016, 2016 13th International Bhurban Conference on Applied Sciences and Technology (IBCAST).

Robust control of overactuated autonomous underwater vehicle

Jahanzeb Rajput, Shakil Ahmed, Hafiz Zeeshan Iqbal Khan, 2018, 2018 15th International Bhurban Conference on Applied Sciences and Technology (IBCAST).

Reducing Energy Consumption of Pressure Sensor Calibration Using Polynomial HyperNetworks with Fourier Features

Mishal Fatima, Jawad Tayyub, M. Sarmad, 2022, AAAI.

RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

Young Min Kim, Hyunjoo Jenny Lee, Muhammad Sarmad, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

FullFormer: Generating Shapes Inside Shapes

F. Lindseth, Jawad Tayyub, M. Sarmad, 2023, DAGM.

Photo-Realistic Continuous Image Super-Resolution with Implicit Neural Networks and Generative Adversarial Networks

F. Lindseth, L. Ruspini, M. Sarmad, 2022, NLDL.

SIT-SR 3D: Self-supervised slice interpolation via transfer learning for 3D volume super-resolution

F. Lindseth, M. Sarmad, Leonardo Carlos Rusipini, 2023, Pattern Recognit. Lett..