Research Scientist, Diffusion jobs in United States
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Genmo · 1 year ago

Research Scientist, Diffusion

positionSan Francisco HQ
timeFull-time
remoteOnsite
senioritySenior Level

Genmo is an artificial intelligence creative content generation platform that specializes in developing creative products. They are seeking an exceptional Research Scientist to focus on developing cutting-edge diffusion models for text-to-video generation, creating novel architectures and algorithms that transform written descriptions into stunning video content.

Artificial Intelligence (AI)ContentDigital Entertainment

Responsibilities

Lead research initiatives in advanced diffusion models for text-to-video generation, focusing on improving visual quality, temporal consistency, and semantic fidelity
Develop and implement state-of-the-art algorithms for translating textual descriptions into dynamic video content
Design and conduct rigorous experiments to validate new ideas and evaluate model performance
Collaborate with cross-functional teams to integrate research breakthroughs into our production pipeline
Stay at the cutting edge of the field by regularly reviewing academic literature and attending top-tier conferences
Contribute to the research community through high-quality publications and open-source contributions
Mentor junior researchers and foster a culture of innovation within the research team
Work closely with product teams to align research directions with user needs and market opportunities

Qualification

. in Computer ScienceGenerative modelsDiffusion modelsPythonPyTorchTensorFlowText-to-video generationLarge-scale datasetsDistributed computingGANsVAEsVideo codecsCompression techniquesPerceptual quality metricsOpen-source contributions

Required

Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a closely related field
Strong publication record in top-tier conferences (e.g., CVPR, ICCV, NeurIPS, ICML) with a focus on generative models, particularly diffusion models
Extensive experience implementing and optimizing large-scale generative models for image or video tasks
Deep understanding of state-of-the-art techniques in text-to-image and text-to-video generation
Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow
Excellent communication skills with the ability to explain complex technical concepts to diverse audiences
Proven ability to work collaboratively in a team environment

Preferred

Postdoctoral or industrial research experience in generative AI for video
Hands-on experience with text-to-video generation projects
Expertise in other generative model architectures (e.g., GANs, VAEs) and their applications to video
Experience working with large-scale datasets and distributed computing environments
Track record of successful collaboration with product teams on technology transfers
Familiarity with video codecs, compression techniques, and perceptual quality metrics
Contributions to open-source projects in the field of generative AI

Company

Genmo

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Genmo is an artificial intelligence creative content generation platform that specializes in developing creative products.
dateFounded in 2023
location
San Francisco, California, USA
people-size11-50 employees
web-link
https://www.genmo.ai/

Funding

Current Stage
Early Stage
Total Funding
$58.4M
Key Investors
New Enterprise Associates
2024-10-22Series A· $28.4M
2024-02-27Series Unknown· $30M

Leadership Team

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Ajay Jain
Co-Founder and CTO
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Recent News

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2024-11-19
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Company data provided by crunchbase