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Sr HCI/AI Researcher - Multimodal Lab at Dolby Laboratories, Inc.
Atlanta, Georgia, United States -
Full Time

Start Date

Immediate

Expiry Date

06 Jan, 26

Salary

0.0

Posted On

08 Oct, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Human-Computer Interaction, Deep Learning, Generative Models, Self-Supervised Learning, Contrastive Learning, Auto-Encoders, Audio Processing, Image Processing, Text Processing, Python, TensorFlow, PyTorch, Publication Record, Creativity, Communication Skills, Collaboration Skills

Industry

Computers and Electronics Manufacturing

Description
Human-computer interaction techniques and application of deep learning to this area Diffusion, autoregressive, or other generative models. Self-supervised, contrastive learning, auto-encoders. Audio, image, or text applications - Source separation, text-to-speech, music synthesis, image segmentation, image captioning, question answering, language models, etc. Latent space exploration, navigation, control and alignment techniques Ph.D. in Computer Science or similar, with a focus on deep learning. Knowledge in audio, video, 3D, or text processing is desirable. Strong publication record, with publications in top domain-specific or general machine learning conferences e.g., ACM CHI, NeurIPS, ICLR, ICML, ACL, CVPR, ICASSP. Good knowledge about current machine learning literature. Highly skilled in Python and one or more popular deep learning frameworks (TensorFlow or PyTorch). Ability to envision new technologies and turn them into innovative products, Creativity. Good communication and collaboration skills. Prototype and demonstrate multimodal, interactive and immersive user experiences. Use deep learning to create new solutions and enhance existing applications. Push the state-of-the-art and develop intellectual property. Transfer technology to product groups and draft patent applications. Advise internal leaders on recent deep learning advancements in the industry and academia to further influence research direction and business decisions.
Responsibilities
The researcher will apply human-computer interaction techniques and deep learning to develop innovative multimodal user experiences. They will also push the state-of-the-art in technology and advise internal leaders on advancements in deep learning.