School of Interactive Computing, Georgia Institute of Technology

Position ID:GaTech-School of Interactive Computing-ICPOSTDOC [#13503]
Position Title: Postdoctoral Fellow
Position Type:Postdoctoral
Position Location:Atlanta, Georgia 30332, United States [map]
Subject Areas: Computer Science / Computer Vision, Machine Learning
Appl Deadline:2019/04/15 (posted 2019/03/28, listed until 2019/05/31)
Position Description:    

We are looking for a highly self-motivated postdoctoral researcher in the areas of machine learning, computer vision, and perception. The projects involved will include learning with limited labeled data (zero/few-shot learning, semi-supervised learning, domain adaptation, and transfer learning) as well as multi-modal/multi-dataset/multi-task learning. All of these projects will involve development of deep learning and statistical methods for analyzing raw high-dimensional and complex data across several modalities (images, videos, depth from structure from motion or LIDAR, etc.). The position will involve joining a fast-growing group of M.S. and Ph.D. students as well as leading high-impact research culminating in high-quality publications to the top machine learning, computer vision, and robotics conferences and journals. More specifically, the post-doctoral researcher will be responsible for developing theory and algorithms for scene understanding problems (object detection, segmentation, and 3D estimation) with information from multiple sources and modalities (e.g. images and depth) and limited amounts of labeled data. Responsibilities include formulating the fundamental machine learning problems, developing new principled approaches , implementing approaches in deep learning frameworks such as PyTorch, and conducting thorough experimental designs to validate the approaches. The researcher will work closely with the PI and Ph.D. students on these problems.

An earned doctorate is required by the start of the appointment, and a background check must be completed prior to employment.

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with great economic and cultural strengths. The Institute is a member of the University System of Georgia, the Georgia Research Alliance, and the Association of American Universities. Georgia Tech prides itself on its technology resources, collaborations, high-quality student body, and its commitment to diversity, equity, and inclusion.


Application Materials Required:
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Further Info:
http://www.ic.gatech.edu/
email
 
School of Interactive Computing
Technology Square Research Building
85 5th Street, NW
Atlanta, GA 30332-0760

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