IEEE

Autoencoder-Based Analog Fountain Codes for Short Packet Communications

Abstract: Short packet transmission is crucial for ultra-reliable and low-latency communications (URLLC), yet designing efficient channel codes for such scenarios remains challenging due to the ...
IEEE

GNNLicense: An Active Intellectual Property Protection Technique for Graph Neural Networks based on Autoencoder

Abstract: Graph Neural Networks (GNNs) are widely utilized in areas such as social network analysis, recommendation systems, and fraud detection. Protecting the intellectual property (IP) of GNN ...
The Verge

The MPC Sample is my new favorite portable beat maker

If you buy something from a Verge link, Vox Media may earn a commission. See our ethics statement.
GitHub

Compiled torch model has much worse performance than non-compiled version.

type:supportUser is asking for help / asking an implementation question. Stackoverflow would be better suited.User is asking for help / asking an implementation question. Stackoverflow would be better ...
Scientific Research Publishing

Sonani, R. and Govindarajan, V. (2022) A Hybrid Cloud-Integrated Autoencoder-GNN Architecture for Adaptive, High-Dimensional Anomaly Detection in US Financial Services ...

ABSTRACT: Cloud infrastructure anomalies cause significant downtime and financial losses (estimated at $2.5 M/hour for major services). Traditional anomaly detection methods fail to capture complex ...
Hacker

3 Ways to Easily Visualize Keras Machine Learning Models

Speech and language processing. At the end of the beginning. The old cliche "a picture is worth a thousand words" might be even more true when working with complex machine learning models. Unless you ...
GitHub

Keras Code Example Category

As someone who frequently mentors newcomers in machine learning, I’m often asked how to get started. One of the resources I consistently recommend is the keras.io/code examples section. It’s a ...