2 papers
cs.CV2025
PrunedCaps: A Case For Primary Capsules Discrimination
Ramin Sharifi, Pouya Shiri, Amirali Baniasadi
Capsule Networks (CapsNets) are a generation of image classifiers with proven advantages over Convolutional Neural Networks (CNNs). Better robustness to affine transformation and o…
cs.CV2025
Quick-CapsNet (QCN): A fast alternative to Capsule Networks
Pouya Shiri, Ramin Sharifi, Amirali Baniasadi
The basic computational unit in Capsule Network (CapsNet) is a capsule (vs. neurons in Convolutional Neural Networks (CNNs)). A capsule is a set of neurons, which form a vector. Ca…