Samira Pouyanfar

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 32

Top Topics

Semantic Concept Detection

Differentially Private

Top Venues

ACM Comput. Surv.

Publications

Samira Pouyanfar, Sunando Sengupta, Mahmoud Mohammadi, Ebey Abraham, Brett Bloomquist, Lukas Dauterman, Anjali Parikh, Steve Lim, Eric Sommerlade
FRR-Net: A Real-Time Blind Face Restoration and Relighting Network. CVPR Workshops (2023)
Haiman Tian, Maria E. Presa Reyes, Yudong Tao, Tianyi Wang, Samira Pouyanfar, Miguel Alonso, Steven Luis, Mei-Ling Shyu, Shu-Ching Chen, Sundaraja Sitharama Iyengar
Data Analytics for Air Travel Data: A Survey and New Perspectives. ACM Comput. Surv. 54 (8) (2022)
Alireza Valikhani, Azadeh Jaberi Jahromi, Samira Pouyanfar, Islam M. Mantawy, Atorod Azizinamini
Machine learning and image processing approaches for estimating concrete surface roughness using basic cameras. Comput. Aided Civ. Infrastructure Eng. 36 (2) (2021)
Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma
Distributed Differentially Private Mutual Information Ranking and Its Applications. IRI (2020)
Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma
Distributed Differentially Private Mutual Information Ranking and Its Applications. CoRR (2020)
Lucas Rosenblatt, Xiaoyan Liu, Samira Pouyanfar, Eduardo de Leon, Anuj Desai, Joshua Allen
Differentially Private Synthetic Data: Applied Evaluations and Enhancements. CoRR (2020)
Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
Multimodal deep representation learning for video classification. World Wide Web 22 (3) (2019)
Samira Pouyanfar, Yudong Tao, Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Multimodal deep learning based on multiple correspondence analysis for disaster management. World Wide Web 22 (5) (2019)
Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
Residual Attention-Based Fusion for Video Classification. CVPR Workshops (2019)
Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops (2019)
Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops (2019)
Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification. MIPR (2019)
Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S. S. Iyengar
A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. 51 (5) (2019)
Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang, Shu-Ching Chen, Mei-Ling Shyu
Unconstrained Flood Event Detection Using Adversarial Data Augmentation. ICIP (2019)
Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen
A Framework for Airfare Price Prediction: A Machine Learning Approach. IRI (2019)
Yimin Yang, Samira Pouyanfar, Haiman Tian, Min Chen, Shu-Ching Chen, Mei-Ling Shyu
IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. IEEE Trans. Multim. 20 (4) (2018)
Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. IRI (2018)
Samira Pouyanfar, Yudong Tao, Anup Mohan, Haiman Tian, Ahmed S. Kaseb, Kent Gauen, Ryan Dailey, Sarah Aghajanzadeh, Yung-Hsiang Lu, Shu-Ching Chen, Mei-Ling Shyu
Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. MIPR (2018)
Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Yuexuan Tu, Yilin Yan, Tianyi Wang, Hector Cen Zheng, Yingxin Li, Saad Sadiq, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2018. TRECVID (2018)
Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar
Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. IRI (2018)
Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu, S. S. Iyengar
Multimedia Big Data Analytics: A Survey. ACM Comput. Surv. 51 (1) (2018)
Samira Pouyanfar, Shu-Ching Chen
T-LRA: Trend-Based Learning Rate Annealing for Deep Neural Networks. BigMM (2017)
Yilin Yan, Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2017. TRECVID (2017)
Samira Pouyanfar, Shu-Ching Chen
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning. Int. J. Semantic Comput. 11 (1) (2017)
Lili Pan, Samira Pouyanfar, Hao Chen, Jiaohua Qin, Shu-Ching Chen
DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning. CIC (2017)
Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
An efficient deep residual-inception network for multimedia classification. ICME (2017)
Ruogu Fang, Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, S. S. Iyengar
Computational Health Informatics in the Big Data Age: A Survey. ACM Comput. Surv. 49 (1) (2016)
Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2016. TRECVID (2016)
Samira Pouyanfar, Shu-Ching Chen
Semantic Event Detection Using Ensemble Deep Learning. ISM (2016)
Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). IRI (2016)
Samira Pouyanfar, Shu-Ching Chen
Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. IRI (2016)
Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). IRI (2016)
Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen
Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. WISE (2) (2015)
Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto C. Fleites, Shu-Ching Chen, Shahid Hamid
Integrated execution framework for catastrophe modeling. ICSC (2015)