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Amirsina Torfi
Amirsina Torfi
ML Research Scientist @ Meta
Verified email at meta.com
Title
Cited by
Cited by
Year
Natural Language Processing Advancements By Deep Learning: A Survey
A Torfi, RA Shirvani, Y Keneshloo, N Tavaf, EA Fox
arXiv preprint arXiv:2003.01200, 2020
2772020
3d convolutional neural networks for cross audio-visual matching recognition
A Torfi, SM Iranmanesh, N Nasrabadi, J Dawson
IEEE Access 5, 22081-22091, 2017
1342017
Differentially private synthetic medical data generation using convolutional GANs
A Torfi, EA Fox, CK Reddy
Information Sciences 586, 485-500, 2022
942022
Text-independent speaker verification using 3d convolutional neural networks
A Torfi, J Dawson, NM Nasrabadi
2018 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2018
882018
CorGAN: correlation-capturing convolutional generative adversarial networks for generating synthetic healthcare records
A Torfi, EA Fox
The thirty-third international flairs conference, 2020
722020
Generalized bilinear deep convolutional neural networks for multimodal biometric identification
S Soleymani, A Torfi, J Dawson, NM Nasrabadi
2018 25th IEEE International Conference on Image Processing (ICIP), 763-767, 2018
382018
SpeechPy-A Library for Speech Processing and Recognition
A Torfi
The Journal of Open Source Software 3 (27), 749, 2018
28*2018
GASL: Guided attention for sparsity learning in deep neural networks
A Torfi, RA Shirvani, S Soleymani, NM Nasrabadi
arXiv preprint arXiv:1901.01939, 2019
26*2019
GRAPPA-GANs for parallel MRI reconstruction
N Tavaf, A Torfi, K Ugurbil, PF Van de Moortele
arXiv preprint arXiv:2101.03135, 2021
152021
Deep siamese convolutional neural networks for identical twins and look-alike identification
X Sun, A Torfi, N Nasrabadi
Deep Learning in Biometrics, 65, 2018
92018
On the evaluation of generative adversarial networks by discriminative models
A Torfi, M Beyki, EA Fox
2020 25th International Conference on Pattern Recognition (ICPR), 991-998, 2021
62021
Automatic Detection of Small Groups of Persons, Influential Members, Relations and Hierarchy in Written Conversations Using Fuzzy Logic
F Pope III, RA Shirvani, MR Rwebangira, M Chouikha, A Taylor, ...
International Conference of Data Mining DMIN'15, 2016
62016
Privacy-preserving synthetic medical data generation with deep learning
A Torfi
Virginia Tech, 2020
42020
Generating Synthetic Healthcare Records Using Convolutional Generative Adversarial Networks
A Torfi, M Beyki
Virginia Tech, 2019
32019
Polar coding for achieving the capacity of marginal channels in nonbinary-input setting
A Torfi, S Soleymani, SM Iranmanesh, H Kazemi, RA Shirvani, VT Vakili
51st Annual Conference on Information Sciences and Systems (CISS), 2017
32017
Deep learning course
M Robinson, A Whelan, S Burton, B Bolon, H Ellis
Virginia Tech, 2020
22020
Machine Learning With Python
A Torfi
Machine Learning Mindset 1, 2019
22019
Resilient feedback controller design for linear model of power grids
A Torfi
arXiv preprint arXiv:1807.06778, 2018
22018
Nearest Neighbor Classifier–From Theory to Practice
A Torfi
Machine Learning Mindset, 2020
12020
On the construction of polar codes for achieving the capacity of marginal channels
A Torfi, S Soleymani, S Aram, VT Vakili
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
12017
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