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Securing Microsoft Windows*: Machine Learning for Cybersecurity
Last Updated: 12/10/2019
Learn how we created a recurrent neural network that detects anomalous events in Windows*. We also explore how different neur
How to Use Attention in End-to-End Automatic Speech Recognition
Last Updated: 12/10/2019
We describe our progression from a traditional ASR system to one with an Encoder-Attention-Decoder architecture, and discuss
Tips on Faster GAN Training and Achieving Better Results
Last Updated: 12/10/2019
After participating in a contest to train a generative adversarial network (GAN) on the Stanford dog dataset to generate new
Local Interpretable Model-Agnostic Explanations (LIME) — the ELI5 Way
Last Updated: 12/10/2019
Machine learning models can seem complex when trying to understand why a model predicts what it does. This article describes
Google* Research Football Environment: Install and Train an RL Agent...
Last Updated: 12/10/2019
Google* recently released their Research Football Environment. This article breaks down its complexities and summarizes how w
Segmentation Using Generative Adversarial Networks
Last Updated: 12/10/2019
Image segmentation is often done using Mask-RCNN, U-Net, and other techniques. This article describes how image segmentation
Object Detection: A Comparison of Performance of Deep Learning Models...
Last Updated: 04/18/2019
Vehicle Detection involves finding whether there is vehicle present or not secondly which type of vehicle is present and how
Distributed Training of Deep Learning Models with PyTorch*
Last Updated: 04/18/2019
The motive of this article is to demonstrate the idea of distributed computing in the context of training large scale deep le
Implementing Attention Models in PyTorch*
Last Updated: 04/18/2019
Recurrent Neural Networks have been the recent state-of-the-art methods for various problems whose available data is sequenti
Towards Privacy-Preserving Machine Learning
Last Updated: 04/18/2019
When Artificial Intelligence involves some type of sensitive data, the problem is how to maintain the data privacy and securi
Cash Recognition for the Visually Impaired: A project to make monetary transactions easier for visually impaired Nepalese with machine learning and AI
Cash Recognition for the Visually Impaired: A project to make monetary transactions easier for visually impaired Nepalese with machine learning and AI