Amirsina Torfi

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 24

Top Topics

Discriminative Models

Feedback Controller

Controller Design

Biometric Identification

Top Venues

Publications

Amirsina Torfi, Edward A. Fox, Chandan K. Reddy
Differentially private synthetic medical data generation using convolutional GANs. Inf. Sci. 586 (2022)
Nader Tavaf, Amirsina Torfi, Kamil Ugurbil, Pierre-François van de Moortele
GRAPPA-GANs for Parallel MRI Reconstruction. CoRR (2021)
Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox
On the Evaluation of Generative Adversarial Networks By Discriminative Models. ICPR (2020)
Amirsina Torfi, Edward A. Fox
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records. FLAIRS Conference (2020)
Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo, Nader Tavaf, Edward A. Fox
Natural Language Processing Advancements By Deep Learning: A Survey. CoRR (2020)
Amirsina Torfi, Edward A. Fox, Chandan K. Reddy
Differentially Private Synthetic Medical Data Generation using Convolutional GANs. CoRR (2020)
Amirsina Torfi, Edward A. Fox
COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records. CoRR (2020)
Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox
On the Evaluation of Generative Adversarial Networks By Discriminative Models. CoRR (2020)
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi
GASL: Guided Attention for Sparsity Learning in Deep Neural Networks. CoRR (2019)
Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. ICME (2018)
Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. CoRR (2018)
Amirsina Torfi
Resilient Feedback Controller Design For Linear Model of Power Grids. CoRR (2018)
Amirsina Torfi
SpeechPy - A Library for Speech Processing and Recognition. J. Open Source Softw. 3 (27) (2018)
Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. ICIP (2018)
Amirsina Torfi
SpeechPy - A Library for Speech Processing and Recognition. CoRR (2018)
Amirsina Torfi, Rouzbeh A. Shirvani
Attention-Based Guided Structured Sparsity of Deep Neural Networks. CoRR (2018)
Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition. IEEE Access 5 (2017)
Amirsina Torfi, Sobhan Soleymani, Siamak Aram, Vahid Tabataba Vakili
On the construction of polar codes for achieving the capacity of marginal channels. Allerton (2017)
Amirsina Torfi, Sobhan Soleymani, Seyed Mehdi Iranmanesh, Hadi Kazemi, Rouzbeh Asghari Shirvani, Vahid Tabataba Vakili
Polar Coding for Achieving the Capacity of Marginal Channels in Nonbinary-Input Setting. CoRR (2017)
Amirsina Torfi, Sobhan Soleymani, Seyed Mehdi Iranmanesh, Hadi Kazemi, Rouzbeh A. Shirvani, Vahid Tabataba Vakili
Polar coding for achieving the capacity of marginal channels in nonbinary-input setting. CISS (2017)
Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson
Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition. CoRR (2017)
Amirsina Torfi, Nasser M. Nasrabadi, Jeremy M. Dawson
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. CoRR (2017)
Amirsina Torfi, Sobhan Soleymani, Vahid Tabataba Vakili
On the Construction of Polar Codes for Achieving the Capacity of Marginal Channels. CoRR (2017)
French Pope III, Rouzbeh A. Shirvani, Mugizi Robert Rwebangira, Mohamed F. Chouikha, Ayo Taylor, Andres Alarcon-Ramirez, Amirsina Torfi
Automatic Detection of Small Groups of Persons, Influential Members, Relations and Hierarchy in Written Conversations Using Fuzzy Logic. CoRR (2016)