Ehsan Hosseini-Asl

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 26

Top Topics

Convolutional Network

Negative Matrix Factorization

Domain Adaptation

Sentiment Analysis

Top Venues

Publications

Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. NAACL-HLT (Findings) (2022)
Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. CoRR (2022)
Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. CoRR (2021)
Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. EACL (2021)
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
A Simple Language Model for Task-Oriented Dialogue. CoRR (2020)
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
A Simple Language Model for Task-Oriented Dialogue. NeurIPS (2020)
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. CoRR (2019)
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation. ICLR (Poster) (2019)
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. ACL (1) (2019)
Elnaz Nouri, Ehsan Hosseini-Asl
Toward Scalable Neural Dialogue State Tracking Model. CoRR (2018)
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. INTERSPEECH (2018)
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. CoRR (2018)
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
Augmented Cyclic Adversarial Learning for Domain Adaptation. CoRR (2018)
Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Abou Elfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Naoufel Werghi, Ayman El-Baz
A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine 81 (2017)
Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
A new deep-learning approach for early detection of shape variations in autism using structural mri. ICIP (2017)
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Ayman El-Baz
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. CoRR (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada
Structured Sparse Convolutional Autoencoder. CoRR (2016)
Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. ISBI (2016)
Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network. CoRR (2016)
Islam Reda, Ahmed Shalaby, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Naoufel Werghi, Robert Keynton, Ayman El-Baz
Computer-aided diagnostic tool for early detection of prostate cancer. ICIP (2016)
Mohamed Shehata, Fahmi Khalifa, Elizabeth Hollis, Ahmed Soliman, Ehsan Hosseini-Asl, Mohamed Abou El-Ghar, Maryam El-Baz, Amy C. Dwyer, Ayman El-Baz, Robert Keynton
A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. ICIP (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada, Georgy L. Gimel'farb, Ayman El-Baz
3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. IEEE Trans. Biomed. Eng. 63 (5) (2016)
Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
Alzheimer's disease diagnostics by adaptation of 3D convolutional network. ICIP (2016)
Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. ICAISC (1) (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints. CoRR (2016)
Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. ICIP (2015)
Ehsan Hosseini-Asl, Angshuman Guha
Similarity-based Text Recognition by Deeply Supervised Siamese Network. CoRR (2015)
Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
Lung segmentation based on Nonnegative Matrix Factorization. ICIP (2014)
Ehsan Hosseini-Asl, Jacek M. Zurada
Nonnegative Matrix Factorization for Document Clustering: A Survey. ICAISC (2) (2014)
Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski
Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining. FedCSIS (2013)