Ehsan Hosseini-Asl

Ehsan Hosseini-Asl

email: <firstname>.<lastname> [at] gmail.com

Resume

Linkedin

Google scholar

Bio

I am a senior research scientist in Salesforce AI Research. My research area is deep learning with application to natural language processing, speech processing and computer vision. My current focus is building end-to-end language modeling in NLP, few-shot learning, and sample efficient deep learning models that generalize better to the distribution shift.

NEWS

Honors and Awards

Experience

Education

Ph.D. in Electrical and Computer Engineering, University of Louisville, USA (2012-2016)
Dissertation Title:Sparse Feature Learning for Image Analysis in Segmentation, Classification and Disease Diagnosis

Demo

Task-Oriented Dialogue

SimpleTOD

Sentiment Analysis

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Adversarial Domain Adaptation / Speech

Augmented Cyclic Adversarial learning for low-resource domain adaptation, ICLR 2019, [paper]

GAN for Speech Syntesis

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Publication

Journals

Conference papers

Natural Language Processing

Speech processing

Medical Image Analysis

Autoencoder & Sparse Feature Learning

Wavelet Theory for Neural network

Patent