The Malaysian Reserve

Zyphra Releases ZUNA – BCI Foundation Model Advancing Towards Thought-to-Text

New brain-computer interface AI model improves real-world EEG data while advancing Zyphra's mission to develop human-aligned ...
IEEE

A Unified AutoEncoder-Based Representation Learning Framework for Fault Detection With Heterogeneous Feature Dimensions

Abstract: Industrial data collected from similar processes under varying production specifications or monitoring configurations often exhibit structural heterogeneity, particularly in the form of ...
IEEE

Autoencoder Architectures for Low-Rate Sparse Point Cloud Geometry Coding

Abstract: Efficient compression of sparse point cloud geometry remains a critical challenge in 3D content processing, particularly for low-rate scenarios where conventional codecs struggle to maintain ...
GitHub

An advanced generalized autoencoder for dimensionality reduction and feature extraction

AutoencoderZ is an advanced Autoencoder model designed for dimensionality reduction of various data types, such as seismometer and strainmeter data. It features an encoder-decoder architecture that ...

Deep EigenMatics Ranks #1 Globally in AI Drug Discovery, Outpacing All of Big Pharma in 2025 Patent Output

Advancing proprietary AI discovery of high-bioavailability Oral GLP-1 drug candidates. HOUSTON, Feb. 3, 2026 /PRNewswire/ -- Deep EigenMatics, Inc., a pioneer in high-velocity Artificial Intelligence ...
Frontiers

Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training

Introduction: Thyroid nodule segmentation in ultrasound (US) images is a valuable yet challenging task, playing a critical role in diagnosing thyroid cancer. The difficulty arises from factors such as ...
Scientific Research Publishing

Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications ()

The rapid growth of unlabeled time-series data in domains such as wireless communications, radar, biomedical engineering, and the Internet of Things (IoT) has driven advancements in unsupervised ...
GitHub

Inquiry Regarding the Pretrained Autoencoder

I have a question regarding the pretrained weight file autoencoder_vq_f4.pth provided in the ResShift repository. Was this autoencoder trained separately and specifically for the ResShift experiments, ...