Publications

2022

1. Generative AI

   

   Differentially private synthetic medical data generation using convolutional GANs

   Amirsina Torfi, Edward A Fox, and Chandan K Reddy

   Information Sciences, 2022

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2021

1. Generative AI

   On the evaluation of generative adversarial networks by discriminative models

   Amirsina Torfi, Mohammadreza Beyki, and Edward A Fox

   In 2020 25th International Conference on Pattern Recognition (ICPR), 2021

2020

1. Generative AI

   CorGAN: correlation-capturing convolutional generative adversarial networks for generating synthetic healthcare records

   Amirsina Torfi, and Edward A Fox

   In The thirty-third international flairs conference, 2020
2. Generative AI

   Privacy-preserving synthetic medical data generation with deep learning

   Amirsina Torfi

   2020
3. NLP

   

   Natural Language Processing Advancements By Deep Learning: A Survey

   Amirsina Torfi, Rouzbeh A Shirvani, Yaser Keneshloo, and 2 more authors

   arXiv preprint arXiv:2003.01200, 2020

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2019

1. ML

   GASL: Guided attention for sparsity learning in deep neural networks

   Amirsina Torfi, Rouzbeh A Shirvani, Sobhan Soleymani, and 1 more author

   arXiv preprint arXiv:1901.01939, 2019

2018

1. Vision

   Deep siamese convolutional neural networks for identical twins and look-alike identification

   Xiaoxia Sun, Amirsina Torfi, and Nasser Nasrabadi

   Deep Learning in Biometrics, 2018
2. Vision

   Generalized bilinear deep convolutional neural networks for multimodal biometric identification

   Sobhan Soleymani, Amirsina Torfi, Jeremy Dawson, and 1 more author

   In 2018 25th IEEE International Conference on Image Processing (ICIP), 2018
3. Speech

   Text-independent speaker verification using 3d convolutional neural networks

   Amirsina Torfi, Jeremy Dawson, and Nasser M Nasrabadi

   In 2018 IEEE International Conference on Multimedia and Expo (ICME), 2018
4. Speech

   SpeechPy-A Library for Speech Processing and Recognition

   Amirsina Torfi

   The Journal of Open Source Software, 2018

2017

1. Information Theory

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

   Amirsina Torfi, Sobhan Soleymani, Siamak Aram, and 1 more author

   In 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2017
2. Information Theory

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

   Amirsina Torfi, Sobhan Soleymani, Seyed Mehdi Iranmanesh, and 3 more authors

   In 51st Annual Conference on Information Sciences and Systems (CISS), 2017
3. Vision

   

   3d convolutional neural networks for cross audio-visual matching recognition

   Amirsina Torfi, Seyed Mehdi Iranmanesh, Nasser Nasrabadi, and 1 more author

   IEEE Access, 2017

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2016

1. ML

   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, and 4 more authors

   In International Conference of Data Mining DMIN’15, 2016