Triplet Attention Explained (WACV 2021)
In this tutorial, we'll discuss a new form of attention mechanism in computer vision known as Triplet Attention, which was accepted to WACV 2021.
3 years ago
Diganta Misra
MobileNeXT (ECCV 2020)
In this article, we'll dive into an in-depth discussion of a recently proposed revamping of the popular MobileNet architecture, namely MobileNeXt, published at ECCV 2020.
3 years ago
Efficient Channel Attention for Deep Convolutional Neural Networks (ECA-Net)
In this article we'll dive into an in-depth discussion of a recently proposed attention mechanism, namely ECA-Net, published at CVPR 2020.
4 years ago
Channel Attention and Squeeze-and-Excitation Networks (SENet)
In this article we will cover one of the most influential attention mechanisms proposed in computer vision: channel attention, as seen in Squeeze-and-Excitation Networks (SENet).
4 years ago
GhostNet (CVPR 2020) in PyTorch and TensorFlow
In this post we'll take an in-depth look at feature maps in convolutional neural networks, do a thorough review of GhostNet, and break down the code in PyTorch and TensorFlow.
4 years ago
Attention Mechanisms in Computer Vision: CBAM
This post covers an in-depth analysis of the Convolution Block Attention Module (CBAM) with a short introduction to Visual Attention Mechanisms.
4 years ago
