40 citations · 67 across the 4 of their papers we have counts for
4 papers
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification
Ali Ghanbarzade, Hossein Soleimani
Transferring the ImageNet pre-trained weights to the various remote sensing tasks has produced acceptable results and reduced the need for labeled samples. However, the domain diff…
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing
Ali Ghanbarzade, Hossein Soleimani
In recent years Convolutional neural networks (CNN) have made significant progress in computer vision. These advancements have been applied to other areas, such as remote sensing a…
ATD: Anomalous Topic Discovery in High Dimensional Discrete Data
Hossein Soleimani, David J. Miller
We propose an algorithm for detecting patterns exhibited by anomalous clusters in high dimensional discrete data. Unlike most anomaly detection (AD) methods, which detect individua…
Parsimonious Topic Models with Salient Word Discovery
Hossein Soleimani, David J. Miller
We propose a parsimonious topic model for text corpora. In related models such as Latent Dirichlet Allocation (LDA), all words are modeled topic-specifically, even though many word…