Fariborz Taherkhani

According to our database, Fariborz Taherkhani authored at least 33 papers between 2016 and 2023.

Collaborative distances:

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

2023

On complementing unsupervised learning with uncertainty quantification.

Ehsan Kazemi, Fariborz Taherkhani, Liqiang Wang

Pattern Recognit. Lett., December, 2023

Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance.

Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando De la Torre, Steven Song, Aayush Prakash, Daeil Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Quality-Aware Multimodal Biometric Recognition.

Sobhan Soleymani, Ali Dabouei, Fariborz Taherkhani, Seyed Mehdi Iranmanesh, Jeremy M. Dawson, Nasser M. Nasrabadi

IEEE Trans. Biom. Behav. Identity Sci., 2022

Profile to frontal face recognition in the wild using coupled conditional generative adversarial network.

Fariborz Taherkhani, Veeru Talreja, Jeremy M. Dawson, Matthew C. Valenti, Nasser M. Nasrabadi

IET Biom., 2022

Revisiting Outer Optimization in Adversarial Training.

Ali Dabouei, Fariborz Taherkhani, Sobhan Soleymani, Nasser M. Nasrabadi

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction.

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

CoRR, 2021

Attribute Guided Sparse Tensor-Based Model for Person Re-Identification.

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

CoRR, 2021

Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN.

Fariborz Taherkhani, Veeru Talreja, Jeremy M. Dawson, Matthew C. Valenti, Nasser M. Nasrabadi

CoRR, 2021

Mutual Information Maximization on Disentangled Representations for Differential Morph Detection.

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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SuperMix: Supervising the Mixing Data Augmentation.

Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval.

Fariborz Taherkhani, Veeru Talreja, Matthew C. Valenti, Nasser M. Nasrabadi

IEEE Trans. Biom. Behav. Identity Sci., 2020

Matching Distributions via Optimal Transport for Semi-Supervised Learning.

Fariborz Taherkhani, Hadi Kazemi, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi

CoRR, 2020

Preference-Based Image Generation.

Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Boosting Deep Face Recognition via Disentangling Appearance and Geometry.

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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations.

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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

PF -cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild.

Fariborz Taherkhani, Veeru Talreja, Jeremy M. Dawson, Matthew C. Valenti, Nasser M. Nasrabadi

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Cross-Spectral Iris Matching Using Conditional Coupled GAN.

Moktari Mostofa, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

Exploiting Joint Robustness to Adversarial Perturbations.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Deep Sparse Band Selection for Hyperspectral Face Recognition.

Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi

CoRR, 2019

A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision.

Fariborz Taherkhani, Hadi Kazemi, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Hyperspectral Band Selection for Face Recognition Based on a Structurally Sparsified Deep Convolutional Neural Networks.

Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi

Proceedings of the 2019 International Conference on Biometrics, 2019

Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition.

Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi

Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Identity-Aware Deep Face Hallucination via Adversarial Face Verification.

Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi

Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Matrix Completion for Graph-Based Deep Semi-Supervised Learning.

Fariborz Taherkhani, Hadi Kazemi, Nasser M. Nasrabadi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Restoring highly corrupted images by impulse noise using radial basis functions interpolation.

Fariborz Taherkhani, Mansour Jamzad

IET Image Process., 2018

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

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

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval.

Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

A Deep Face Identification Network Enhanced by Facial Attributes Prediction.

Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy M. Dawson

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Facial Attribute Guided Deep Cross-Modal Hashing for Face Image Retrieval.

Fariborz Taherkhani, Veeru Talreja, Hadi Kazemi, Nasser M. Nasrabadi

Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis.

Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi

Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

2016

A probabilistic patch based image representation using Conditional Random Field model for image classification.

Fariborz Taherkhani

CoRR, 2016