Senior Computer Vision Researcher
3 days ago
Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you'll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. We're big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture, challenging projects, and excellent compensation and benefits, not to mention a Flex Work approach that is truly flexible to support where, when, and how you do your best work.
The Advanced Technology Group (ATG) is the research division of the company. ATG's mission is to look ahead, deliver insights, and innovate technological solutions that will fuel Dolby's continued growth. Our researchers have a broad range of expertise related to computer science and electrical engineering, such as AI/ML, algorithms, digital signal processing, audio engineering, image processing, computer vision, data science & analytics, distributed systems, cloud, edge & mobile computing, computer networking, and IoT.
We are seeking a talented Researcher to join our Advanced Technology Sight Research Lab. You will bring your experience in generative AI on computer vision tasks and deep learning technology to Dolby. As a prerequisite for your work, you have proven knowledge of the generative network (VAE, GAN, diffusion model), low-level/high-level computer visions, 2D/3D scene representation and reconstruction, and deep learning. Your solid understanding of trade-offs between computational complexity and achieved performance of different implementations will guide you in decisions.
You will:
Research and develop new neural network architectures, training methods, representation, and processing algorithms on the areas of modern computer vision.
Have an in-depth understanding of the key processes in computer vision. You have extensive experience in developing architectures, VAE/GAN/diffusion-based network, multi-modal generative network, image/video generative restoration/enhancement, 3D novel view synthesis, and deep learning solution to improve performance of computer vision tasks.
Join a highly skilled and motivated team to research and develop advanced computer vision and processing technologies to improve end user experience.
What will you accomplish:
Build cutting-edge technology in the areas of Computer Vision, AI and Deep Learning .Develop new neural network architectures, training methods, representation, and processing algorithms Creates early-stage conceptual models that demonstrate feasibility.Document and present the new architectures and algorithms in various forms, such as technical white papers and internal meetingMaintain the highest technical and moral integrity for Dolby in the workplace and marketplace.Skills, Education, and Experience Required:
Ph.D. degree in electrical engineering, computer engineering, or computer science.Minimum of 2 years of experience in developing algorithms for generative neural network, multi-modal tasks, generative 2D/3D computer vision tasks.You are familiar with computer graphics, video processing systems, as well as corresponding software in consumer and professional products.Solid background in the latest AI technologies and their applications to image research.Proficient in Matlab, C/C++, OpenCV, and Python (TensorFlow/PyTorch) programming applied to computer vision is required.Self-motivated, quick learner and business partner with ability to work with minimal supervision.Excellent written and verbal communication skills.It is highly desirable to have one or more of the following:
Experience in filing patents of newly developed technologies.Hands-on experience in applying Generative Network, Computer Vision, and Machine Learning algorithms to real-world problemsProven track record of successful research accomplishments, published papers, and/or patent applications in the field of video encoding and processing.All official communication regarding employment opportunities at Dolby will come from an official email address. We will never request payment as part of the hiring process. If you receive a suspicious message, please verify its authenticity before responding
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