Research Scientist, Point Cloud Processing

6 days ago

New York, New York, United States InterDigital Full time
About InterDigital

InterDigital is a global research and development company focused on wireless, video, artificial intelligence, and related technologies. We design and develop foundational technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services.

Job Description

We are seeking a self-motivated student to work closely with our talent scientists on machine vision tasks. The prospective candidate is expected to conduct original research on critical technologies towards VR/AR, autonomous driving, robotic navigation, etc. Scientific publications are highly encouraged from the internship work.

Responsibilities
  • Identify technology challenges in the field related to point clouds
  • Propose novel and efficient ideas to address the challenges
  • Implement and verify the proposed methods
  • Wrap up the results into patent applications, publication drafts
Qualifications
  • Ph.D. students with related research experiences are encouraged to apply
  • Research background in machine learning, deep learning, or computer vision is highly appreciated
  • Research background in signal processing, image processing, graph-based data analysis is appreciated
  • Experiences in point cloud processing/compression, especially on large scale and sparse point clouds
  • Research experiences in view synthesis technologies including NeRF and Gaussian Splatting
  • Research experiences with diffusion models on image/point cloud tasks
  • Python/C++ programming, familiar with prevailing learning frameworks, e.g., PyTorch or TensorFlow
  • Ability to wrap up technical reports and/or to prepare draft manuscripts for publications
  • Capable of independent research while being a great team player
Expected Outcomes
  • Software modules for the proposed research ideas
  • Disclosures/patents
  • Publications are highly expected
Location

New York, NY USA

InterDigital is an equal employment opportunity employer. We will not engage in or tolerate unlawful discrimination with regard to any employment decision, policy or practice based on a person's sex, gender, pregnancy, age, race, color, religion, creed, national origin, ancestry, citizenship, military status, veteran status, mental or physical disability, medical condition, genetic information, sexual orientation, gender identity or expression, or any other factor protected by applicable federal, state or local law.

A reasonable estimate of the current salary range specific to New York/CA is $40 - $55 /hr and may include other forms of compensation components including benefits depending on the length of the assignment. Compensation for the role will depend on a number of factors, including a candidate's qualifications, skills, competencies and experience and may fall outside of the range shown.

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