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ORCIDAmirsina Torfi
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2020 – today
- 2022
[j3]Amirsina Torfi, Edward A. Fox
, Chandan K. Reddy:
Differentially private synthetic medical data generation using convolutional GANs. Inf. Sci. 586: 485-500 (2022)- 2021
- [i15]Nader Tavaf, Amirsina Torfi, Kâmil Ugurbil, Pierre-François van de Moortele:
GRAPPA-GANs for Parallel MRI Reconstruction. CoRR abs/2101.03135 (2021) - 2020
- [b1]Amirsina Torfi:
Privacy-Preserving Synthetic Medical Data Generation with Deep Learning. Virginia Tech, Blacksburg, VA, USA, 2020 - [c6]Amirsina Torfi, Edward A. Fox:
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records. FLAIRS 2020: 335-340 - [c5]Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox:
On the Evaluation of Generative Adversarial Networks By Discriminative Models. ICPR 2020: 991-998 - [i14]Amirsina Torfi, Edward A. Fox:
COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records. CoRR abs/2001.09346 (2020) - [i13]Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo, Nader Tavaf, Edward A. Fox:
Natural Language Processing Advancements By Deep Learning: A Survey. CoRR abs/2003.01200 (2020) - [i12]Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox:
On the Evaluation of Generative Adversarial Networks By Discriminative Models. CoRR abs/2010.03549 (2020) - [i11]Amirsina Torfi, Edward A. Fox, Chandan K. Reddy:
Differentially Private Synthetic Medical Data Generation using Convolutional GANs. CoRR abs/2012.11774 (2020)
2010 – 2019
- 2019
- [i10]Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi:
GASL: Guided Attention for Sparsity Learning in Deep Neural Networks. CoRR abs/1901.01939 (2019) - 2018
- [j2]Amirsina Torfi:
SpeechPy - A Library for Speech Processing and Recognition. J. Open Source Softw. 3(27): 749 (2018) - [c4]Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. ICIP 2018: 763-767 - [c3]Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. ICME 2018: 1-6 - [i9]Amirsina Torfi, Rouzbeh A. Shirvani:
Attention-Based Guided Structured Sparsity of Deep Neural Networks. CoRR abs/1802.09902 (2018) - [i8]Amirsina Torfi:
SpeechPy - A Library for Speech Processing and Recognition. CoRR abs/1803.01094 (2018) - [i7]Sobhan Soleymani, Amirsina Torfi, Jeremy M. Dawson, Nasser M. Nasrabadi:
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. CoRR abs/1807.01298 (2018) - [i6]Amirsina Torfi:
Resilient Feedback Controller Design For Linear Model of Power Grids. CoRR abs/1807.06778 (2018) - 2017
- [j1]Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson:
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition. IEEE Access 5: 22081-22091 (2017) - [c2]Amirsina Torfi, Sobhan Soleymani, Siamak Aram, Vahid Tabataba Vakili:
On the construction of polar codes for achieving the capacity of marginal channels. Allerton 2017: 549-556 - [c1]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: 1-6 - [i5]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 abs/1701.05955 (2017) - [i4]Amirsina Torfi, Nasser M. Nasrabadi, Jeremy M. Dawson:
Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. CoRR abs/1705.09422 (2017) - [i3]Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi, Jeremy M. Dawson:
Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition. CoRR abs/1706.05739 (2017) - [i2]Amirsina Torfi, Sobhan Soleymani, Vahid Tabataba Vakili:
On the Construction of Polar Codes for Achieving the Capacity of Marginal Channels. CoRR abs/1707.04512 (2017) - 2016
- [i1]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 abs/1610.01720 (2016)
Coauthor Index
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