21 hours ago
Computer Vision
Concurrent Spatial and Channel Squeeze & Excitation (scSE) Nets
In this article, we will take a look at the paper "Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks" which serves as a design update for the popular Squeeze-and-Excitation attention module.
11 days ago
Shuffle Attention for Deep Convolutional Neural Networks (SA-Net)
This article gives an in-depth summary of the ICASSP paper titled "SA-Net: Shuffle Attention for Deep Convolutional Neural Networks."
15 days ago
Style-based Recalibration Module (SRM) Channel Attention
In this post, we will cover a novel form of channel attention called the Style Recalibration Module (SRM), an extension of the popular TPAMI paper: Squeeze-and-Excitation Networks.
a month ago
Global Context Networks (GCNet) Explained
In this post, we will discuss a form of attention mechanism in computer vision known as Global Context Networks, first published at ICCV Workshops 2019.
a month ago
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.
a month ago
By
Anuj Sable
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.
2 months ago