Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining. - Jacek M. Zurada; Tolga Ensari; Ehsan Hosseini-Asl; Jan Chorowski (FedCSIS, 2013)

Nonnegative Matrix Factorization for Document Clustering: A Survey. - Ehsan Hosseini-Asl; Jacek M. Zurada (ICAISC (2), 2014)

Lung segmentation based on Nonnegative Matrix Factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Ayman El-Baz (ICIP, 2014)

Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Ayman El-Baz (ICIP, 2015)

Similarity-based Text Recognition by Deeply Supervised Siamese Network. - Ehsan Hosseini-Asl; Angshuman Guha (CoRR, 2015)

Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. - Babajide O. Ayinde; Ehsan Hosseini-Asl; Jacek M. Zurada (ICAISC (1), 2016)

Alzheimer's disease diagnostics by adaptation of 3D convolutional network. - Ehsan Hosseini-Asl; Robert Keynton; Ayman El-Baz (ICIP, 2016)

Computer-aided diagnostic tool for early detection of prostate cancer. - Islam Reda; Ahmed Shalaby 002; Fahmi Khalifa; Mohammed M. Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Naoufel Werghi; Robert Keynton; Ayman El-Baz (ICIP, 2016)

A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. - Mohamed Shehata; Fahmi Khalifa; Elizabeth Hollis; Ahmed Soliman 001; Ehsan Hosseini-Asl; Mohamed Abou El-Ghar; Maryam El-Baz; Amy C. Dwyer; Ayman El-Baz; Robert Keynton (ICIP, 2016)

A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. - Islam Reda; Ahmed Shalaby 002; Mohamed Abou El-Ghar; Fahmi Khalifa; Mohammed M. Elmogy; Ahmed Aboulfotouh; Ehsan Hosseini-Asl; Ayman El-Baz; Robert Keynton (ISBI, 2016)

Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. - Ehsan Hosseini-Asl; Georgy L. Gimel'farb; Ayman El-Baz (CoRR, 2016)

Structured Sparse Convolutional Autoencoder. - Ehsan Hosseini-Asl; Jacek M. Zurada (CoRR, 2016)

3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Georgy L. Gimel'farb; Ayman El-Baz (IEEE Trans. Biomed. Eng., 2016)

Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. - Ehsan Hosseini-Asl; Jacek M. Zurada; Olfa Nasraoui (IEEE Trans. Neural Networks Learn. Syst., 2016)

A new deep-learning approach for early detection of shape variations in autism using structural mri. - Marwa Ismail; Gregory Barnes 001; Matthew Nitzken; Andrew E. Switala; Ahmed Shalaby 002; Ehsan Hosseini-Asl; Manuel Casanova; Robert Keynton; Ashraf Khalil; Ayman El-Baz (ICIP, 2017)

A comprehensive non-invasive framework for diagnosing prostate cancer. - Islam Reda; Ahmed Shalaby 002; Mohammed M. Elmogy; Ahmed Abou Elfotouh; Fahmi Khalifa; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Georgy L. Gimel'farb; Naoufel Werghi; Ayman El-Baz (Comput. Biol. Medicine, 2017)

A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. - Ehsan Hosseini-Asl; Yingbo Zhou; Caiming Xiong; Richard Socher (INTERSPEECH, 2018)

Augmented Cyclic Adversarial Learning for Domain Adaptation. - Ehsan Hosseini-Asl; Yingbo Zhou; Caiming Xiong; Richard Socher (CoRR, 2018)

Toward Scalable Neural Dialogue State Tracking Model. - Elnaz Nouri; Ehsan Hosseini-Asl (CoRR, 2018)

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. - Chien-Sheng Wu; Andrea Madotto; Ehsan Hosseini-Asl; Caiming Xiong; Richard Socher; Pascale Fung (ACL (1), 2019)

Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation. - Ehsan Hosseini-Asl; Yingbo Zhou; Caiming Xiong; Richard Socher (ICLR (Poster), 2019)

A Simple Language Model for Task-Oriented Dialogue. - Ehsan Hosseini-Asl; Bryan McCann; Chien-Sheng Wu; Semih Yavuz; Richard Socher (NeurIPS, 2020)

Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. - Tianxing He; Bryan McCann; Caiming Xiong; Ehsan Hosseini-Asl (EACL, 2021)

A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. - Ehsan Hosseini-Asl; Wenhao Liu 003; Caiming Xiong (NAACL-HLT (Findings), 2022)

Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. - Ke Hu; Ehsan Hosseini-Asl; Chen Chen 075; Edresson Casanova; Subhankar Ghosh; Piotr Zelasko; Zhehuai Chen; Jason Li; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)