Amirsina Torfi

According to our database, Amirsina Torfi authored at least 19 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Differentially private synthetic medical data generation using convolutional GANs.

Amirsina Torfi, Edward A. Fox, Chandan K. Reddy

Inf. Sci., 2022

2021

GRAPPA-GANs for Parallel MRI Reconstruction.

Nader Tavaf, Amirsina Torfi, Kâmil Ugurbil, Pierre-François van de Moortele

CoRR, 2021

2020

Privacy-Preserving Synthetic Medical Data Generation with Deep Learning.

Amirsina Torfi

PhD thesis, 2020

Natural Language Processing Advancements By Deep Learning: A Survey.

Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo, Nader Tavaf, Edward A. Fox

CoRR, 2020

COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records.

Amirsina Torfi, Edward A. Fox

CoRR, 2020

On the Evaluation of Generative Adversarial Networks By Discriminative Models.

Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox

Proceedings of the 25th International Conference on Pattern Recognition, 2020

CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records.

Amirsina Torfi, Edward A. Fox

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

GASL: Guided Attention for Sparsity Learning in Deep Neural Networks.

Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi

CoRR, 2019

2018

SpeechPy - A Library for Speech Processing and Recognition.

Amirsina Torfi

J. Open Source Softw., 2018

Resilient Feedback Controller Design For Linear Model of Power Grids.

Amirsina Torfi

CoRR, 2018

Attention-Based Guided Structured Sparsity of Deep Neural Networks.

Amirsina Torfi, Rouzbeh A. Shirvani

CoRR, 2018

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks.

Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification.

Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

On the Construction of Polar Codes for Achieving the Capacity of Marginal Channels.

Amirsina Torfi, Sobhan Soleymani, Vahid Tabataba Vakili

CoRR, 2017

Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition.

Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson

CoRR, 2017

3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition.

Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson

IEEE Access, 2017

Polar coding for achieving the capacity of marginal channels in nonbinary-input setting.

Amirsina Torfi, Sobhan Soleymani, Seyed Mehdi Iranmanesh, Hadi Kazemi, Rouzbeh A. Shirvani, Vahid Tabataba Vakili

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

On the construction of polar codes for achieving the capacity of marginal channels.

Amirsina Torfi, Sobhan Soleymani, Siamak Aram, Vahid Tabataba Vakili

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Automatic Detection of Small Groups of Persons, Influential Members, Relations and Hierarchy in Written Conversations Using Fuzzy Logic.

French Pope III, Rouzbeh A. Shirvani, Mugizi Robert Rwebangira, Mohamed F. Chouikha, Ayo Taylor, Andres Alarcon-Ramirez, Amirsina Torfi

CoRR, 2016