Feb 2024 - Present
Who is Dat Huynh? Overview
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Quick answer
Dat Huynh is listed as Research Scientist at Meta, based in Boston, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Dat Huynh.
Dat Huynh previously worked as Senior Research Scientist at Meta and PHD Student at Northeastern University. Dat Huynh holds Doctor Of Philosophy - Phd, Computer Science from Northeastern University.
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Meta
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Profile bio
About Dat Huynh
Website: https://hbdat.github.io/My research interests lie in significantly reducing the amount of annotations needed to train deep learning systems for visual recognition, detection and segmentation tasks.Specifically, I design methods that decompose complex concepts into primitive components that can be combined to enable learning with few or zero training samples, with missing annotations and with weak supervision.Research Areas:+ Image/Video Recognition+ Object Detection+ Weakly-Supervised LearningApproaches:[+] Interpreting and controlling machine predictions via novel attention mechanisms[+] Leveraging human knowledge in textual domain to recognize unseen concepts
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6 roles
Dat Huynh work experience
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Nov 2022 - Jan 2024
Phd Student
+ Image Recognition:i) design a deep learning model to learn from recover missing labels for 9M images and improve 2% performance.ii) design a shared-attention model to recognize unseen labels and scale to 7000 seen and 400 unseen labels.iii) design a dense-attention model to identify fine-grained classes and achieve 4% improvement on Fashion recognition.+.
Sep 2017 - Nov 2022
Research Intern
+ 2 patents under submission+ Adobe Code Quality Jam - Research Grand Champion Award (Selected by Adobe Research Panel for best software engineering practices and effective collaboration)
May 2021 - Aug 2021
Data Engineer
+ Work on textual processing pipeline for anti-phishing on social media+ Work on visual recognition pipeline for toxic contents detection on social media
Feb 2017 - Aug 2017
Research Assistant
+ Research internship at iSpace lab, Simon Fraser University, Vancouver, Canada. + Develop games to aid researchers studying human locomotion in Virtual Reality.
May 2015 - Aug 2015
3 education records
Dat Huynh education
Doctor Of Philosophy - Phd, Computer Science
Northeastern University
Bachelor Of Science In Information Technology, Computer Science
Vnuhcm - University Of Science
Computer Science
Nanyang Technological University Singapore
FAQ
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What company does Dat Huynh work for?
Dat Huynh works for Meta.
What is Dat Huynh's role at Meta?
Dat Huynh is listed as Research Scientist at Meta.
Where is Dat Huynh based?
Dat Huynh is based in Boston, Massachusetts, United States while working with Meta.
What companies has Dat Huynh worked for?
Dat Huynh has worked for Meta, Northeastern University, Adobe, Vng Corporation, and Simon Fraser University.
How can I contact Dat Huynh?
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What schools did Dat Huynh attend?
Dat Huynh holds Doctor Of Philosophy - Phd, Computer Science from Northeastern University.
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