IEEE

Divergence Maximizing Linear Projection for Supervised Dimension Reduction

Abstract: This paper proposes two linear projection methods for supervised dimension reduction using only first- and second-order statistics. The methods, each catering to a different parameter regime ...
IEEE

On Quantized Kernel Affine Projection Algorithm: Sparsification via Delayed Vector Quantization

Abstract: Quantization techniques compress data by reducing large datasets into smaller code vector sets. This study introduces a vector quantization method within the Kernel Affine Projection ...
GitHub

SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

imagenet └── train/ ├── n01440764 ├── n01440764_10026.JPEG ├── n01440764_10027.JPEG ├── ... ├── n01443537 ...
GitHub

Learn machine learning by building all the fundamentals from scratch - with Python

Learn machine learning from the ground up - using Python and a handful of fundamental tools. This repository contains a range of resources associated with the 2nd edition of the university textbook ...
Frontiers

Identification of tobacco leaf diseases using hyperspectral imaging and machine learning ...

1 College of Agronomy, Sichuan Agricultural University, Chengdu, China 2 Yibin Municipal Company of Sichuan Provincial Tobacco Corporation, Yibin, China Tobacco leaf diseases significantly affect ...