Ehsan Hosseini-Asl

36 papers A* 1A 3B 6C 2Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception. CoRR Zhen Wan, Chao-Han Huck Yang, Jinchuan Tian, Hanrong Ye, Ankita Pasad, Szu-Wei Fu, Arushi Goel, Ryo Hachiuma, Shizhe Diao, Kunal Dhawan, Sreyan Ghosh, Yusuke Hirota, Zhehuai Chen, Rafael Valle, Ehsan Hosseini-Asl, Chenhui Chu, Shinji Watanabe, Yu-Chiang Frank Wang, Boris Ginsburg
2025	A	`conf`	Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. INTERSPEECH Ke Hu, Ehsan Hosseini-Asl, Chen Chen, Edresson Casanova, Subhankar Ghosh, Piotr Zelasko, Zhehuai Chen, Jason Li, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. CoRR Ke Hu, Ehsan Hosseini-Asl, Chen Chen, Edresson Casanova, Subhankar Ghosh, Piotr Zelasko, Zhehuai Chen, Jason Li, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM. CoRR Hanrong Ye, Chao-Han Huck Yang, Arushi Goel, Wei Huang, Ligeng Zhu, Yuanhang Su, Sean Lin, An-Chieh Cheng, Zhen Wan, Jinchuan Tian, Yuming Lou, Dong Yang, Zhijian Liu, Yukang Chen, Ambrish Dantrey, Ehsan Jahangiri, Sreyan Ghosh, Daguang Xu, Ehsan Hosseini-Asl, Danial Mohseni-Taheri, Vidya Murali, Sifei Liu, Yao Lu, Oluwatobi Olabiyi, Yu-Chiang Frank Wang, Rafael Valle, Bryan Catanzaro, Andrew Tao, Song Han, Jan Kautz, Hongxu Yin, Pavlo Molchanov
2025	C	`conf`	Open Full-duplex Voice Agent with Speech-to-Speech Language Model. ASRU Edresson Casanova, Chen Chen, Kevin Hu, Ankita Pasad, Elena Rastorgueva, Seelan Lakshmi Narasimhan, Slyne Deng, Ehsan Hosseini-Asl, Piotr Zelasko, Valentin Mendelev, Subhankar Ghosh, Yifan Peng, Zhehuai Chen, Jason Li, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2022	—	`conf`	A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. NAACL-HLT (Findings) Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong
2022	J	`jnl`	A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis. CoRR Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong
2021	A	`conf`	Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. EACL Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl
2021	J	`jnl`	Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. CoRR Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl
2020	A*	`conf`	A Simple Language Model for Task-Oriented Dialogue. NeurIPS Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
2020	J	`jnl`	A Simple Language Model for Task-Oriented Dialogue. CoRR Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
2019	—	`conf`	Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation. ICLR (Poster) Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2019	—	`conf`	Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. ACL (1) Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
2019	J	`jnl`	Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. CoRR Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
2018	A	`conf`	A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. INTERSPEECH Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2018	J	`jnl`	A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. CoRR Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2018	J	`jnl`	Augmented Cyclic Adversarial Learning for Domain Adaptation. CoRR Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2018	J	`jnl`	Toward Scalable Neural Dialogue State Tracking Model. CoRR Elnaz Nouri, Ehsan Hosseini-Asl
2017	J	`jnl`	A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine 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
2017	B	`conf`	A new deep-learning approach for early detection of shape variations in autism using structural mri. ICIP Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
2016	J	`jnl`	3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. IEEE Trans. Biomed. Eng. Ehsan Hosseini-Asl, Jacek M. Zurada, Georgy L. Gimel'farb, Ayman El-Baz
2016	—	`conf`	A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. ISBI Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton
2016	B	`conf`	A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. ICIP 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
2016	J	`jnl`	Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network. CoRR Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
2016	J	`jnl`	Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. CoRR Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Ayman El-Baz
2016	B	`conf`	Alzheimer's disease diagnostics by adaptation of 3D convolutional network. ICIP Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
2016	B	`conf`	Computer-aided diagnostic tool for early detection of prostate cancer. ICIP 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
2016	J	`jnl`	Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. IEEE Trans. Neural Networks Learn. Syst. Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016	J	`jnl`	Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints. CoRR Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016	J	`jnl`	Structured Sparse Convolutional Autoencoder. CoRR Ehsan Hosseini-Asl, Jacek M. Zurada
2016	—	`conf`	Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. ICAISC (1) Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
2015	B	`conf`	Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. ICIP Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2015	J	`jnl`	Similarity-based Text Recognition by Deeply Supervised Siamese Network. CoRR Ehsan Hosseini-Asl, Angshuman Guha
2014	B	`conf`	Lung segmentation based on Nonnegative Matrix Factorization. ICIP Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2014	—	`conf`	Nonnegative Matrix Factorization for Document Clustering: A Survey. ICAISC (2) Ehsan Hosseini-Asl, Jacek M. Zurada
2013	C	`conf`	Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining. FedCSIS Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski