IEEE

Data Augmentation Using Time Conditional Variational Autoencoder for Soft Sensor of Industrial Processes With Limited Data

Abstract: In order to accurately predict key variables of complex industrial processes, it is necessary to establish reliable data-driven soft sensing models. The accuracy of soft sensors can be ...
IEEE

Masked Autoencoder via End-to-End Zero-Shot Learning for Fault Diagnosis of Unseen Classes

Abstract: This study confronts a demanding fault diagnosis task where no sensor signals from the target faults can be utilized for model training. Considering semantic descriptions of the target (or ...
Live Science

NASA's Mars Sample Return is dead, leaving China to retrieve signs of life from the Red Planet

NASA's plans for Mars sample return are effectively cancelled as part of a bill approved by the U.S. Congress, ending efforts to collect Perseverance rover samples that could contain evidence of alien ...
The New Yorker

The Wild, Sad Life of John Cage’s First Lover

In the early nineteen-thirties, three young gay men made the scene in bohemian Los Angeles, absorbing influences and shaping one another’s tastes. They staged art shows and concerts; they lectured ...
Pitchfork

Spotify Acquires WhoSampled, Announces Expanded Song Credits

Spotify has acquired the sample-sourcing website WhoSampled. The streaming service announced that it’s rolling out a new feature called SongDNA, which will aggregate and centralize samples and covers ...
GitHub

Autoencoder doc - add examples of using deepfeatures functionality

New issue New issue Open Open Autoencoder doc - add examples of using deepfeatures functionality #16637 Labels feature ...
OPB

Archbishop of Portland reflects on Pope Francis’ impact as Catholics ready for conclave

More than a billion Catholics worldwide are mourning the April 21 death of Pope Francis. And it has many in Oregon and across the world wondering which direction the church will go, once a new pope is ...
GitHub

MAISI mask autoencoder #1977

Thanks for your great work with MAISI. The mask_generation_autoencoder has 8 input channels. What is the kind of data that is required as input? Would you have an example on how to use the mask ...
Indiana Daily Student

The history behind IU’s famous Sample Gates

While the IU community is made up of people from all walks of life, there is one thing that almost everyone has in common: a photo in front of the iconic Sample Gates. As one of the most recognizable ...
SpaceNews

Bringing Mars to Earth: solving Mars Sample Return

This mosaic is made up of more than 100 images captured by NASA’s Viking 1 orbiter, which operated around Mars from 1976 to 1980. The scar across the center of the planet is the vast Valles Marineris ...
Frontiers

Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM

Anomaly detection is a typical binary classification problem under the condition of unbalanced samples, which has been widely used in various fields of data mining. For example, it can help detect ...