2 citations · 3 across the 3 of their papers we have counts for
4 papers
Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks
Ali Karimi, Zahra Mousavi Kouzehkanan, Reshad Hosseini +1
This paper introduces a new loss function, OSM (One-Sided Margin), to solve maximum-margin classification problems effectively. Unlike the hinge loss, in OSM the margin is explicit…
Learning Enhancement of CNNs via Separation Index Maximizing at the First Convolutional Layer
Ali Karimi, Ahmad Kalhor
In this paper, a straightforward enhancement learning algorithm based on Separation Index (SI) concept is proposed for Convolutional Neural Networks (CNNs). At first, the SI as a s…
Soccer Event Detection Using Deep Learning
Ali Karimi, Ramin Toosi, Mohammad Ali Akhaee
Event detection is an important step in extracting knowledge from the video. In this paper, we propose a deep learning approach to detect events in a soccer match emphasizing the d…
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting
Amir Mohammad Rostami, Ali Karimi, Mohammad Ali Akhaee
Keyword spotting is a process of finding some specific words or phrases in recorded speeches by computers. Deep neural network algorithms, as a powerful engine, can handle this pro…