Multimodal Learning

I want to go through the Wikipedia series on Machine Learning and Data mining. Data mining is the process of extracting and discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems.

Date Created:

0 20

References

Multimodal learning Wikipedia Article

Notes

Multimodal learning is a type of deep learning that integrates and processes multiple types of data, referred to as modalities, such as text, audio, images, or video. This integration allows for a more holistic understanding of complex data, improving model performance in tasks like visual question answering, cross-modal retrieval, text-to-image generation, aesthetic ranking, and image captioning.

In cases dealing with multi-modal data, it is important to use a model which is able to jointly represent the information such that the model can capture the combined information from different modalities.

Comments

You have to be logged in to add a comment

User Comments

There are currently no comments for this article.

About Embedding News Content

Navigate to the News Article you want to embed.
Copy the url of the article and paste into the input below.
- For a news article to be properly embedded, it must have valid <meta> tags as seen below.
- The image url must be able to be accessed from any source.

<meta property="og:type" content="article" />
<meta property="og:type" content="any string" />
<meta property="og:image" content="valid image url" />
<meta property="og:description" content="any string" />

Inserting Custom HTML:

Basics:

Double click inside the custom HTML to edit the html.
Learn about the basics of HTML using the mdn web docs on HTML.

Inserting Code Expressions:

 <dialog> below. You can generate inline code or block code, like seen below:

#include <stdio.h>

void bubble_sort(int arr[], int n) {
    int i, j;
    for (i = 0; i < n-1; i++) {
        for (j = 0; j < n-i-1; j++) {
            if (arr[j] > arr[j+1]) {
                int temp = arr[j];
                arr[j] = arr[j+1];
                arr[j+1] = temp;
            }
        }
    }
}

Inserting $\Large{LaTeX}$ Expressions:

You can insert inline:

a^2+b^2=c^2

or block math expressions (see below) by using the Math Markup dialog below the code editor.

e^{i\pi}+1=0

SVG Icon Search

You can search for svg icons () by clicking the SVG Search button below.

AI Code Generation

To be Completed

The Sanitization of HTML

Go over the sanitization of HTML process:

Table of Contents

Notifications

Add Annotation:

Copied $TeX$ code to clipboard.