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SuperMix: Supervising the Mixing Data Augmentation

Mar 10, 2020
Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi


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Boosting Deep Face Recognition via Disentangling Appearance and Geometry

Jan 13, 2020
Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi

* WACV 2020 

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Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces

Jan 07, 2020
Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi


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SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations

Oct 08, 2019
Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi


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Defending Against Adversarial Iris Examples Using Wavelet Decomposition

Aug 08, 2019
Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi

* The Tenth IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2019) 

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Adversarial Examples to Fool Iris Recognition Systems

Jul 18, 2019
Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi

* 2019 International Conference on Biometrics (ICB 2019) 

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Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding

Mar 07, 2019
Veeru Talreja, Sobhan Soleymani, Matthew C. Valenti, Nasser M. Nasrabadi

* To be published in Proc. IEEE ICC 2019 

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GASL: Guided Attention for Sparsity Learning in Deep Neural Networks

Jan 15, 2019
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Naser M. Nasrabadi


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Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound

Nov 29, 2018
Hadi Kazemi, Sobhan Soleymani, Fariborz Taherkhani, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi

* NIPS 2018 

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Fast Geometrically-Perturbed Adversarial Faces

Sep 28, 2018
Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi


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Deep Sketch-Photo Face Recognition Assisted by Facial Attributes

Jul 31, 2018
Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi


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Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification

Jul 31, 2018
Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Hadi Kazemi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2018) 

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ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction

Jul 31, 2018
Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Seyed Mehdi Iranmanesh, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in BTAS 2018 

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Attention-Based Guided Structured Sparsity of Deep Neural Networks

Jul 14, 2018
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani, Nasser M. Nasrabadi


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Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification

Jul 03, 2018
Sobhan Soleymani, Ali Dabouei, Hadi Kazemi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in "2018 International Conference on Pattern Recognition" 

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Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification

Jul 03, 2018
Sobhan Soleymani, Amirsina Torfi, Jeremy Dawson, Nasser M. Nasrabadi

* Accepted in 2018 IEEE International Conference on Image Processing 

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Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition

Apr 09, 2018
Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Mehdi Iranmanesh, Nasser M. Nasrabadi

* Accepted as a conference paper on CVPRW 2018 

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