198 citations · 225 across the 8 of their papers we have counts for
8 papers
Image Generation Models: A Technical History
Rouzbeh Shirvani
Image generation has advanced rapidly over the past decade, yet the literature seems fragmented across different models and application domains. This paper aims to offer a comprehe…
Resilience based Electric Sector Optimization in Response to Extreme Weather Conditions with Distributed Generation Systems
Rouzbeh Shirvani, Tarannom Parhizkar
Extreme weather events stemming from climate change can cause significant damage and disruption to power systems. Failure to mitigate and adapt to climate change and its cascading…
Natural Language Processing Advancements By Deep Learning: A Survey
Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo +2
Natural Language Processing (NLP) helps empower intelligent machines by enhancing a better understanding of the human language for linguistic-based human-computer communication. Re…
Towards Understanding and Modeling Empathy for Use in Motivational Design Thinking
Gloria Washington, Rouzbeh Shirvani
Design Thinking workshops are used by companies to help generate new ideas for technologies and products by engaging subjects in exercises to understand their users' wants and beco…
GASL: Guided Attention for Sparsity Learning in Deep Neural Networks
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani +1
The main goal of network pruning is imposing sparsity on the neural network by increasing the number of parameters with zero value in order to reduce the architecture size and the…
Attention-Based Guided Structured Sparsity of Deep Neural Networks
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani +1
Network pruning is aimed at imposing sparsity in a neural network architecture by increasing the portion of zero-valued weights for reducing its size regarding energy-efficiency co…
Polar Coding for Achieving the Capacity of Marginal Channels in Nonbinary-Input Setting
Amirsina Torfi, Sobhan Soleymani, Seyed Mehdi Iranmanesh +3
Achieving information-theoretic security using explicit coding scheme in which unlimited computational power for eavesdropper is assumed, is one of the main topics is security cons…
Automatic Detection of Small Groups of Persons, Influential Members, Relations and Hierarchy in Written Conversations Using Fuzzy Logic
French Pope, Rouzbeh A. Shirvani, Mugizi Robert Rwebangira +4
Nowadays a lot of data is collected in online forums. One of the key tasks is to determine the social structure of these online groups, for example the identification of subgroups…