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Ehsan Hosseini-Asl
Ehsan Hosseini-Asl
Senior Deep Learning Scientist at Nvidia
Adresă de e-mail confirmată pe nvidia.com - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network
E Hosseini-Asl, G Gimel'farb, A El-Baz
arXiv:1607.00556 [cs.LG; q-bio.NC; stat.ML], 2016
826*2016
A simple language model for task-oriented dialogue
E Hosseini-Asl, B McCann, CS Wu, S Yavuz, R Socher
Neural information processing systems (NeurIPS), 2020 - Spotlight, 2020
5712020
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
CS Wu, A Madotto, E Hosseini-Asl, C Xiong, R Socher, P Fung
ACL 2019, Outstanding Paper Award, 2019
5102019
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints
E Hosseini-Asl, JM Zurada, O Nasraoui
IEEE Transactions on Neural Network and Learning Systems, 2015
2402015
Toward Scalable Neural Dialogue State Tracking Model
E Nouri, E Hosseini-Asl
NeurIPS 2018, 2nd Conversational AI workshop, 2018
1052018
A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI
M Shehata, F Khalifa, E Hollis, A Soliman, E Hosseini-Asl, ...
2016 IEEE International Conference on Image Processing (ICIP), 136-140, 2016
732016
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation
E Hosseini-Asl, Y Zhou, C Xiong, R Socher
ICLR 2019, 2018
722018
Systems and methods for learning for domain adaptation
E Hosseini-Asl, C Xiong, Y Zhou, R Socher
US Patent 11,106,182, 2021
712021
Unsupervised non-parallel speech domain adaptation using a multi-discriminator adversarial network
E Hosseini-Asl, C Xiong, Y Zhou, R Socher
US Patent 10,783,875, 2020
702020
A multi-discriminator cyclegan for unsupervised non-parallel speech domain adaptation
E Hosseini-Asl, Y Zhou, C Xiong, R Socher
INTERSPEECH 2018, 2018
622018
A comprehensive non-invasive framework for diagnosing prostate cancer
I Reda, A Shalaby, M Elmogy, A Abou Elfotouh, F Khalifa, M Abou El-Ghar, ...
Computers in biology and medicine 81, 148-158, 2017
462017
Generative language model for few-shot aspect-based sentiment analysis
E Hosseini-Asl, W Liu
US Patent 11,853,706, 2023
402023
A new deep-learning approach for early detection of shape variations in autism using structural mri
M Ismail, G Barnes, M Nitzken, A Switala, A Shalaby, E Hosseini-Asl, ...
2017 IEEE International Conference on Image Processing (ICIP), 1057-1061, 2017
402017
Computer-aided diagnostic tool for early detection of prostate cancer
I Reda, A Shalaby, F Khalifa, M Elmogy, A Aboulfotouh, M Abou El-Ghar, ...
2016 IEEE International Conference on Image Processing (ICIP), 2668-2672, 2016
402016
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer
I Reda, A Shalaby, M Abou El-Ghar, F Khalifa, M Elmogy, A Aboulfotouh, ...
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1237-1240, 2016
342016
3D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization
E Hosseini-Asl, J Zurada, G Gimel'farb, A El-Baz
IEEE Transactions on Biomedical Engineering, 2015
342015
Joint energy-based model training for better calibrated natural language understanding models
T He, B McCann, C Xiong, E Hosseini-Asl
arXiv preprint arXiv:2101.06829, 2021
192021
Visualizing and understanding nonnegativity constrained sparse autoencoder in deep learning
BO Ayinde, E Hosseini-Asl, JM Zurada
Artificial Intelligence and Soft Computing: 15th International Conference …, 2016
192016
Lung segmentation based on Nonnegative Matrix Factorization
E Hosseini-Asl, JM Zurada, A El-Baz
Image Processing (ICIP), 2014 IEEE International Conference on, 877-881, 2014
172014
Nonnegative Matrix Factorization for Document Clustering: A Survey
E Hosseini-Asl, JM Zurada
Artificial Intelligence and Soft Computing 8648, 726-737, 2014
152014
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