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Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models


Jan 18, 2021
Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl

* EACL 2021 

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A Simple Language Model for Task-Oriented Dialogue


May 25, 2020
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher

* Version 2: Adding error analysis; 20 Pages, 1 figure, 18 tables 

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Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems


May 26, 2019
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung

* The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) 

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Toward Scalable Neural Dialogue State Tracking Model


Dec 03, 2018
Elnaz Nouri, Ehsan Hosseini-Asl

* 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), 2nd Conversational AI workshop, Montr\'eal, Canada 

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Augmented Cyclic Adversarial Learning for Domain Adaptation


Aug 07, 2018
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher

* 13 pages, 3 figures, 7 tables 

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A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation


Jul 09, 2018
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher

* Accepted to Interspeech 2018 

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Structured Sparse Convolutional Autoencoder


Jan 02, 2017
Ehsan Hosseini-Asl

* The paper need some improvements 

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Similarity-based Text Recognition by Deeply Supervised Siamese Network


Jul 05, 2016
Ehsan Hosseini-Asl, Angshuman Guha

* Accepted for presenting at Future Technologies Conference - (FTC 2016) San Francisco, December 6-7, 2016 

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Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network


Jul 02, 2016
Ehsan Hosseini-Asl, Georgy Gimel'farb, Ayman El-Baz


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Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network


Jul 02, 2016
Ehsan Hosseini-Asl, Robert Keynto, Ayman El-Baz

* This paper is accepted for publication at IEEE ICIP 2016 conference 

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Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints


Jan 12, 2016
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui

* Accepted for publication in IEEE Transactions of Neural Networks and Learning Systems 

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