Sr Researcher - Multimodal Lab

Dolby • Atlanta, GA

3d

About The Position

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

Requirements

• Ph.D. in computer science or similar, with a focus on deep learning.
• 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 skills.

Nice To Haves

• Knowledge in audio, video, 3D, or text processing is desirable.

Responsibilities

• 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.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Education Level: Ph.D. or professional degree
• Number of Employees: 1,001-5,000 employees