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Deep Learning Intern

Company: SureStart
Location: Boston
Posted on: January 16, 2022

Job Description:

One of our awesome industry partner companies, Smart Eye, is looking for a full-time (40hours/week) summer intern (12 weeks). The candidate must be currently living and studying in the United States. Pay commensurate with experience.

Open to an intern being remotely located within the US.

About our partner:

Smart Eye is on a mission to humanize technology. An MIT Media Lab spin-off, Smart Eye created and defined the Emotion AI and Human Perception AI categories. Built on deep learning, computer vision, speech science, and massive amounts of real-world data, Smart Eye's technology can detect nuanced human emotions, complex cognitive states, activities, interactions, and objects people use. In automotive, Smart Eye's Interior Sensing AI is enabling leading car manufacturers, fleet managers, and ride-sharing companies to build next-generation mobility that understands the state of the driver, the cabin, and the occupants in it. Smart Eye's technology is also used by 28 percent of the Fortune Global 500 companies to test consumer engagement with ads, videos, and TV programming.

Project examples/What you'll be working on:
Formulating multi-task objectives in the presence of missing labels
Learning relationships between Action Units and Emotions via attention masks
Designing self-supervised tasks for joint face identification and emotion recognition
Unsupervised approaches for correcting mislabeled data
Weak/semi-supervised approaches for representation learning of hands

Pursuing a graduate degree in Computer Science, Data Analytics, Electrical Engineering, or related fields
Proficient in Python coding on a Linux OS and experienced in Tensorflow, Keras and Pytorch
Hands-on experience building Machine Learning/Deep Learning models for Computer Vision related classification.
Demonstrated experience in developing novel innovative ideas (e.g., peer-reviewed publications in CVPR, NeurIPS, ICASSP,, WACV, FG, etc.)
Ability to independently read a paper and test ideas

Facial expression/emotion classification experience
One or more 1st author publications
Previous internship experience

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Keywords: SureStart, Boston , Deep Learning Intern, Other , Boston, Massachusetts

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