Job Description

Description & Requirements

PARC, a Xerox company, is in the Business of Breakthroughs. Practicing open innovation, we provide custom R&D services, technology, expertise, best practices, and intellectual property to Fortune 500 and Global 1000 companies, startups, and government agencies and partners. The Intelligent Systems Lab is unlike any organization in the world. Combine the best of an esteemed research organization, a topnotch university, an entrepreneurial startup, and a premiere technology company and you get ISL, a team that melds its world-class innovation chops with a focus on researching and developing real world applications that have market potential. Research in ISL focuses on computer vision, data science, artificial intelligence, human-machine collaboration with a focus on inferencing in diverse unstructured environments

PARCs Collaborative Visual Computing Area seeks interns to develop cutting-edge computer vision algorithms for medical image analysis. The CVC team leverages state of art deep learning algorithms to solve challenging problems in image classification, 2D/3D object detection and tracking in videos, fine-grain image segmentation, and image/video synthesis. Of particular interest are techniques incorporating unsupervised learning, cross-modal learning, and domain knowledge to train deep neural networks that are robust to sparse, noisy training data. We are seeking interns with a strong analytical background and hands-on implementation skills, as well as a keen interest in developing and applying advanced concepts to exciting real-world problems in healthcare. Interns will work under the mentorship of PARC researchers to turn novel concepts into demonstrable prototypes.

Requirements:

* Enrollment in PhD program in Electrical Engineering, Computer Science, or related fields, with specialization in computer vision
* Strong quantitative/mathematical background
* Expertise in deep learning and associated frameworks, e.g. PyTorch, TensorFlow, MXNet
* Hands-on algorithm and software development in one or more of Python, C/C++, MATLAB
* Strong communication skills
* Publication in top tier conference or journal

Desired Experience:

* Medical image analysis, including classification, detection, segmentation

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