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In this episode of the CUDA Programming series, we dive into one of the most important operations in deep learning — 2D ...

Master the fundamentals of Convolutional Neural Networks (CNN) with this detailed mathematical walkthrough. In this lecture, we ...

important steps of visualization of 2D convolutions.

This video series introduces the mathematical and conceptual foundations of equivariant convolutions, with a focus on rotational ...

0:00 General setting for SO(2) equivariant convolutions for tensor fields 0:55 Integral definitions of SO(2) equivariant convolution ...

0:00 Visualisation of the Fourier Bessel basis 1:07 SO(2) equivariant continuous convolution definition 2:08 Verification of the ...

Broadcasted live on Twitch -- Watch live at https://www.twitch.tv/hiteshhedwig.

In this comprehensive tutorial, we dive deep into Convolutional Neural Networks (CNNs) - the revolutionary deep learning ...

This code demonstrates the implementation of a Convolutional Neural Network (CNN) for image classification using ...

0:00 Background and motivation 1:09 Notation used in the series 1:59 Simple discrete convolution example 2:55 Receptive field ...

0:00 Moving into the discrete point cloud regime 1:13 Discrete point cloud SO(2) equivariant convolution definition 2:15 Similarity ...

This video presents our BERT 2423 – Signal Systems Project, covering multiple signal processing concepts implemented using ...

0:00 Standard convolutions are not rotationally equivariant 0:22 Rotational equivariance condition 0:50 The general setting and ...

0:00 Introducing tensor fields as inputs 1:40 Feature vectors with tensor features 2:20 Rotation behaviour of scalars in the real ...

0:00 Visualisation of the vector rotating in the complex representation 1:21 Derivation and visualisation of the tensor rotating in the ...

0:00 Formal definition of the basis change from the real to complex representation 1:34 Basis change for the real rotation matrix to ...

Project Description: MNIST Handwritten Digit Classification This project demonstrates the implementation of a Convolutional ...

Plot-156- is a commentary on a Mathcad SNS post. This is a method of creating contour maps with 3D plots, which are not ...

Plot-156a- is a description of a Mathcad SNS post. This is a method of creating contour maps with 3D plots, which are not ...