Shervin Minaee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 60

Top Topics

Top Venues

Publications

Shervin Minaee, Tomás Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, Jianfeng Gao
Large Language Models: A Survey. CoRR (2024)
Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang
Biometrics recognition using deep learning: a survey. Artif. Intell. Rev. 56 (8) (2023)
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CVPR (2022)
Shervin Minaee, Xiaodan Liang, Shuicheng Yan
Modern Augmented Reality: Applications, Trends, and Future Directions. CoRR (2022)
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CoRR (2022)
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos
Image Segmentation Using Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Shervin Minaee, Mehdi Minaei, AmirAli Abdolrashidi
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network. Sensors 21 (9) (2021)
Ioannis Partalas, Anne Morvan, Ali Sadeghian, Shervin Minaee, Xinxin Li, Brooke Cowan, Daisy Zhe Wang
Hotel2vec: Learning Hotel Embeddings from User Click Sessions with Side Information. RecTour@RecSys (2021)
Shervin Minaee, Ping Luo, Zhe Lin, Kevin W. Bowyer
Going Deeper Into Face Detection: A Survey. CoRR (2021)
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao
Deep Learning-based Text Classification: A Comprehensive Review. ACM Comput. Surv. 54 (3) (2021)
M. Hassaballah, Mourad A. Kenk, Khan Muhammad, Shervin Minaee
Vehicle Detection and Tracking in Adverse Weather Using a Deep Learning Framework. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi
Regularized Submodular Maximization at Scale. ICML (2021)
Rahele Kafieh, Roya Arian, Narges Saeedizadeh, Zahra Amini, Nasim Dadashi Serej, Shervin Minaee, Sunil Kumar Yadav, Atefeh Vaezi, Nima Rezaei, Shaghayegh Haghjooy Javanmard
COVID-19 in Iran: Forecasting Pandemic Using Deep Learning. Comput. Math. Methods Medicine 2021 (2021)
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao
Deep Learning Based Text Classification: A Comprehensive Review. CoRR (2020)
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos
Image Segmentation Using Deep Learning: A Survey. CoRR (2020)
Meysam Asgari-Chenaghlu, Narjes Nikzad-Khasmakhi, Shervin Minaee
Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder. CoRR (2020)
Shervin Minaee, Mehdi Minaei, AmirAli Abdolrashidi
Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN. CoRR (2020)
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi
Regularized Submodular Maximization at Scale. CoRR (2020)
Shervin Minaee, Rahele Kafieh, Milan Sonka, Shakib Yazdani, Ghazaleh Jamalipour Soufi
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning. Medical Image Anal. 65 (2020)
Shakib Yazdani, Shervin Minaee, Rahele Kafieh, Narges Saeedizadeh, Milan Sonka
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network. CoRR (2020)
Narges Saeedizadeh, Shervin Minaee, Rahele Kafieh, Shakib Yazdani, Milan Sonka
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net. CoRR (2020)
AmirAli Abdolrashidi, Mehdi Minaei, Elham Azimi, Shervin Minaee
Age and Gender Prediction From Face Images Using Attentional Convolutional Network. CoRR (2020)
Shervin Minaee, Rahele Kafieh, Milan Sonka, Shakib Yazdani, Ghazaleh Jamalipour Soufi
Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning. CoRR (2020)
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi
Deep-Sentiment: Sentiment Analysis Using Ensemble of CNN and Bi-LSTM Models. CoRR (2019)
Shervin Minaee, Yao Wang
An ADMM Approach to Masked Signal Decomposition Using Subspace Representation. IEEE Trans. Image Process. 28 (7) (2019)
Ali Sadeghian, Shervin Minaee, Ioannis Partalas, Xinxin Li, Daisy Zhe Wang, Brooke Cowan
Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision. CoRR (2019)
Shervin Minaee, AmirAli Abdolrashidi
DeepIris: Iris Recognition Using A Deep Learning Approach. CoRR (2019)
Amirhossein Khalilian-Gourtani, Shervin Minaee, Yao Wang
Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection. CoRR (2019)
Shervin Minaee, AmirAli Abdolrashidi
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network. CoRR (2019)
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi
FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network. CoRR (2019)
Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang
Biometric Recognition Using Deep Learning: A Survey. CoRR (2019)
Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung, Xiuyuan Wang, Yvonne W. Lui, Els Fieremans, Steven Flanagan, Joseph Rath
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features. IEEE Trans. Medical Imaging 38 (11) (2019)
Shervin Minaee, Imed Bouazizi, Prakash Kolan, Hossein Najafzadeh
Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos. CoRR (2018)
Shervin Minaee, Yao Wang, Anna Choromanska, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI. CoRR (2018)
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan
Efficient Super Resolution for Large-Scale Images Using Attentional GAN. IEEE BigData (2018)
Shervin Minaee
Image Segmentation Using Subspace Representation and Sparse Decomposition. CoRR (2018)
Shervin Minaee, AmirAli Abdolrashidi
Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN. CoRR (2018)
Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung, Xiuyuan Wang, Yvonne W. Lui, Els Fieremans, Steven Flanagan, Joseph Rath
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features. CoRR (2018)
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan
Efficient Super Resolution For Large-Scale Images Using Attentional GAN. CoRR (2018)
Shervin Minaee, Yao Wang, Anna Choromanska, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI. EMBC (2018)
Shervin Minaee, AmirAli Abdolrashidi
Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN. CoRR (2018)
Shervin Minaee, Yao Wang
Text Extraction From Texture Images Using Masked Signal Decomposition. CoRR (2017)
Shervin Minaee, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui
A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling. CoRR (2017)
Shervin Minaee, Yao Wang
Subspace Learning in The Presence of Sparse Structured Outliers and Noise. CoRR (2017)
Shervin Minaee, Siyun Wang, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui
Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words. CoRR (2017)
Shervin Minaee, Zhu Liu
Automatic question-answering using a deep similarity neural network. GlobalSIP (2017)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
An Experimental Study of Deep Convolutional Features For Iris Recognition. CoRR (2017)
Shervin Minaee, Yao Wang
Subspace learning in the presence of sparse structured outliers and noise. ISCAS (2017)
Shervin Minaee, Yao Wang
Masked Signal Decomposition Using Subspace Representation and Its Applications. CoRR (2017)
Shervin Minaee, Yao Wang
Text extraction from texture images using masked signal decomposition. GlobalSIP (2017)
Shervin Minaee, Zhu Liu
Automatic Question-Answering Using A Deep Similarity Neural Network. CoRR (2017)
Shervin Minaee, Yao Wang
Palmprint recognition using deep scattering network. ISCAS (2017)
Shervin Minaee, Yao Wang
Screen content image segmentation using sparse decomposition and total variation minimization. ICIP (2016)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Face Recognition Using Scattering Convolutional Network. CoRR (2016)
Shervin Minaee, Yao Wang
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition. CoRR (2016)
Shervin Minaee, Yao Wang
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization. CoRR (2016)
Shervin Minaee, Yao Wang
Palmprint Recognition Using Deep Scattering Convolutional Network. CoRR (2016)
Shervin Minaee, Yao Wang
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition. IEEE J. Emerg. Sel. Topics Circuits Syst. 6 (4) (2016)
Shervin Minaee, Yao Wang
Image Segmentation Using Overlapping Group Sparsity. CoRR (2016)
Shervin Minaee, Yao Wang
Image Decomposition Using a Robust Regression Approach. CoRR (2016)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Screen Content Image Segmentation Using Sparse-Smooth Decomposition. CoRR (2015)
Shervin Minaee, Yao Wang
Fingerprint Recognition Using Translation Invariant Scattering Network. CoRR (2015)
Shervin Minaee, Yao Wang
Screen Content Image Segmentation Using Least Absolute Deviation Fitting. CoRR (2015)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Iris Recognition Using Scattering Transform and Textural Features. CoRR (2015)
Shervin Minaee, AmirAli Abdolrashidi
On the power of joint wavelet-DCT features for multispectral palmprint recognition. ACSSC (2015)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Iris recognition using scattering transform and textural features. SP/SPE (2015)
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Screen content image segmentation using sparse-smooth decomposition. ACSSC (2015)
Shervin Minaee, Yao Wang
Screen content image segmentation using least absolute deviation fitting. ICIP (2015)
Shervin Minaee, AmirAli Abdolrashidi
Highly accurate palmprint recognition using statistical and wavelet features. SP/SPE (2015)
Shervin Minaee, AmirAli Abdolrashidi
On The Power of Joint Wavelet-DCT Features for Multispectral Palmprint Recognition. CoRR (2014)
Shervin Minaee, Haoping Yu, Yao Wang
A Robust Regression Approach for Background/Foreground Segmentation. CoRR (2014)
Shervin Minaee, AmirAli Abdolrashidi
Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features. CoRR (2014)
Shervin Minaee, AmirAli Abdolrashidi
Multispectral Palmprint Recognition Using Textural Features. CoRR (2014)
Shervin Minaee, Mehran Fotouhi, Babak Hossein Khalaj
A Geometric Approach For Fully Automatic Chromosome Segmentation CoRR (2011)
Sina Akbari Mistani, Shervin Minaee, Emad Fatemizadeh
Multispectral Palmprint Recognition Using a Hybrid Feature CoRR (2011)