3 citations · 3 across the 2 of their papers we have counts for
4 papers
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer
David Isele, Mohammad Rostami, Eric Eaton
Knowledge transfer between tasks can improve the performance of learned models, but requires an accurate estimate of the inter-task relationships to identify the relevant knowledge…
Joint Dictionaries for Zero-Shot Learning
Soheil Kolouri, Mohammad Rostami, Yuri Owechko +1
A classic approach toward zero-shot learning (ZSL) is to map the input domain to a set of semantically meaningful attributes that could be used later on to classify unseen classes…
Image Super-Resolution Based on Sparsity Prior via Smoothed Norm
Mohammad Rostami, Zhou Wang
In this paper we aim to tackle the problem of reconstructing a high-resolution image from a single low-resolution input image, known as single image super-resolution. In the litera…
Testing fine-grained parallelism for the ADMM on a factor-graph
Ning Hao, AmirReza Oghbaee, Mohammad Rostami +2
There is an ongoing effort to develop tools that apply distributed computational resources to tackle large problems or reduce the time to solve them. In this context, the Alternati…