An efficient multi-band spectral subtraction method for robust speech recognition. - Mehran Safayani; Hossein Sameti; Bagher BabaAli; Mohammad Taghi Manzuri Shalmani (ISSPA, 2007)

Spectral subtraction in likelihood-maximizing framework for robust speech recognition. - Bagher BabaAli; Hossein Sameti; Mehran Safayani (INTERSPEECH, 2008)

Likelihood-Maximizing-Based Multiband Spectral Subtraction for Robust Speech Recognition. - Bagher BabaAli; Hossein Sameti; Mehran Safayani (EURASIP J. Adv. Signal Process., 2009)

Heteroscedastic Multilinear Discriminant Analysis for Face Recognition. - Mehran Safayani; Mohammad Taghi Manzuri Shalmani (ICPR, 2010)

Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation - Mahmoud Khademi; Mehran Safayani; Mohammad Taghi Manzuri Shalmani (CoRR, 2010)

Extended Two-Dimensional PCA for Efficient Face Representation and Recognition - Mehran Safayani; Mohammad Taghi Manzuri Shalmani; Mahmoud Khademi (CoRR, 2010)

Two-Dimensional Heteroscedastic Feature Extraction Technique for Face Recognition. - Mehran Safayani; Mohammad Taghi Manzuri Shalmani (Comput. Informatics, 2011)

Three-dimensional modular discriminant analysis (3DMDA): A new feature extraction approach for face recognition. - Mehran Safayani; Mohammad Taghi Manzuri Shalmani (Comput. Electr. Eng., 2011)

Matrix-Variate Probabilistic Model for Canonical Correlation Analysis. - Mehran Safayani; Mohammad Taghi Manzuri Shalmani (EURASIP J. Adv. Signal Process., 2011)

Duplicate matching and estimating features for detection of copy-move images forgery. - Ghasem Alikhajeh; Abdolreza Mirzaei; Mehran Safayani; Meysam Ghaffari (CoRR, 2017)

A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference. - Mehran Safayani; Saeid Momenzadeh (CoRR, 2017)

Hierarchical graph embedding in vector space by graph pyramid. - Seyedeh Fatemeh Mousavi; Mehran Safayani; Abdolreza Mirzaei; Hoda Bahonar (Pattern Recognit., 2017)

An EM based probabilistic two-dimensional CCA with application to face recognition. - Mehran Safayani; Seyed Hashem Ahmadi; Homayun Afrabandpey; Abdolreza Mirzaei (Appl. Intell., 2018)

Bayesian distance metric learning for discriminative fuzzy c-means clustering. - Negar Heidari; Zahra Moslehi; Abdolreza Mirzaei; Mehran Safayani (Neurocomputing, 2018)

Discriminative Fuzzy C-Means as a Large Margin Unsupervised Metric Learning Algorithm. - Zahra Moslehi; Mahsa Taheri; Abdolreza Mirzaei; Mehran Safayani (IEEE Trans. Fuzzy Syst., 2018)

Joint sentiment/topic modeling on text data using a boosted restricted Boltzmann Machine. - Masoud Fatemi 002; Mehran Safayani (Multim. Tools Appl., 2019)

A self-adaptive local metric learning method for classification. - Mahsa Taheri; Zahra Moslehi; Abdolreza Mirzaei; Mehran Safayani (Pattern Recognit., 2019)

A latent variable model for two-dimensional canonical correlation analysis and the variational inference. - Mehran Safayani; Saeid Momenzadeh; Abdolreza Mirzaei; Masoomeh Sadat Razavi (Soft Comput., 2020)

Biomedical text summarization using Conditional Generative Adversarial Network(CGAN). - Seyed Vahid Moravvej; Abdolreza Mirzaei; Mehran Safayani (CoRR, 2021)

Content-Aware Listwise Collaborative Filtering. - Rabeh Ravanifard; Abdolreza Mirzaei; Wray L. Buntine; Mehran Safayani (Neurocomputing, 2021)

Layered Relative Entropy Policy Search. - Navid Hoseini Izadi; Maziar Palhang; Mehran Safayani (Knowl. Based Syst., 2021)

Interval Type-2 Fuzzy Restricted Boltzmann Machine. - Marzieh Sadat Hosseini-Pozveh; Mehran Safayani; Abdolreza Mirzaei (IEEE Trans. Fuzzy Syst., 2021)

Multiple answers to a question: a new approach for visual question answering. - Sayedshayan Hashemi Hosseinabad; Mehran Safayani; Abdolreza Mirzaei (Vis. Comput., 2021)

Clustering based on Mixtures of Sparse Gaussian Processes. - Zahra Moslehi; Abdolreza Mirzaei; Mehran Safayani (CoRR, 2023)

HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification. - Parniyan Jalali; Mehran Safayani (CoRR, 2023)

Video anomaly detection using transformers and ensemble of convolutional auto-encoders. - Seyed Mohammad Rahimpour; Mohammad Kazemi 002; Payman Moallem; Mehran Safayani (Comput. Electr. Eng., 2024)

Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction. - Mohammad Izadi; Mehran Safayani; Abdolreza Mirzaei (CoRR, 2024)

OPSD: an Offensive Persian Social media Dataset and its baseline evaluations. - Mehran Safayani; Amir Sartipi; Amir Hossein Ahmadi; Parniyan Jalali; Amir Hossein Mansouri; Mojtaba Bisheh-Niasar; Zahra Pourbahman (CoRR, 2024)

Deep graph clustering via mutual information maximization and mixture model. - Maedeh Ahmadi; Mehran Safayani; Abdolreza Mirzaei (Knowl. Inf. Syst., 2024)

Video anomaly detection based on attention and efficient spatio-temporal feature extraction. - Seyed Mohammad Rahimpour; Mohammad Kazemi 002; Payman Moallem; Mehran Safayani (Vis. Comput., 2024)

GraPLUS: Graph-based Placement Using Semantics for image composition. - Mir Mohammad Khaleghi; Mehran Safayani; Abdolreza Mirzaei (Comput. Vis. Image Underst., 2025)

Unpaired Image-to-Image Translation with Content Preserving Perspective: A Review. - Mehran Safayani; Behnaz Mirzapour; Hanieh aghaebrahimiyan; Nasrin Salehi; Hamid Ravaee (CoRR, 2025)

A Dual-Attention Graph Network for fMRI Data Classification. - Amirali Arbab; Zeinab Davarani; Mehran Safayani (CoRR, 2025)

ASDFormer: A Transformer with Mixtures of Pooling-Classifier Experts for Robust Autism Diagnosis and Biomarker Discovery. - Mohammad Izadi; Mehran Safayani (CoRR, 2025)