Search Results for author: Mahmoud Hossam

Found 5 papers, 2 papers with code

High Performance Hyperspectral Image Classification using Graphics Processing Units

no code implementations30 May 2021 Mahmoud Hossam

We propose accelerated methods for the well-known recursive hierarchical segmentation (RHSEG) clustering method, using GPUs, hybrid multicore CPU with a GPU and hybrid multi-core CPU/GPU clusters.

Classification Decision Making +2

Text Generation with Deep Variational GAN

no code implementations27 Apr 2021 Mahmoud Hossam, Trung Le, Michael Papasimeon, Viet Huynh, Dinh Phung

Generating realistic sequences is a central task in many machine learning applications.

Text Generation

Improved and Efficient Text Adversarial Attacks using Target Information

no code implementations27 Apr 2021 Mahmoud Hossam, Trung Le, He Zhao, Viet Huynh, Dinh Phung

There has been recently a growing interest in studying adversarial examples on natural language models in the black-box setting.

Sentence

OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation

1 code implementation16 Apr 2020 Mahmoud Hossam, Trung Le, Viet Huynh, Michael Papasimeon, Dinh Phung

One of the challenging problems in sequence generation tasks is the optimized generation of sequences with specific desired goals.

reinforcement-learning Reinforcement Learning (RL)

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