Fy24 Intern

Company:
Qualcomm Canada ULC

Job Area:
Interns Group, Interns Group > Interim Engineering Intern - HW

Qualcomm Overview:

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives.

But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

General Summary:

In the rapidly evolving field of 2D generative modeling, significant advancements are continually reshaping our capabilities in image synthesis and manipulation.

This internship focuses on leveraging these advancements, particularly in 2D diffusion models [1], to explore efficient generative approaches, such as Consistency Models [2], and extend research into adjacent tasks like image editing, super-resolution, restoration, and outcropping [3, 4].

Another potential direction is the exploration of text-to-3D asset generation [5].

Responsibilities:

• Research and develop innovative approaches in 2D diffusion models for generative modeling.
• Extend research to adjacent tasks, such as superresolution and image restoration, with a potential exploration into textto3D asset generation.
• Explore and implement more efficient techniques to enhance the performance of generative models, focusing on computational efficiency.
• Conduct implementation of baselines for comparative evaluation on benchmarks, along with thorough ablation studies.

The research conducted in this internship is aimed at advancing the field of 2D generative modeling, with the expectation of contributing to paper submissions at top-tier conferences in the field.

Programming Languages:

• Python

Minimum Qualification:

• Pytorch
• Neural network architecture development and evaluation
• Computer Vision

Educational Requirements:

• In study towards a Bachelors or Masters in the following:

Computer Science, Computer Engineering

• Looking for 1 Winter and 1 Summer Coop: must be eligible for either Winter Coop (January
• April) or Summer Coop (May
• August)

[1] High-Resolution Image Synthesis with Latent Diffusion Models, ht

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

If you would like more information about this role, please contact Qualcomm Careers.

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