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Oddin.gg · 2 months ago

Research Scientist, Real-Time DiT Video Models

United States

Full-time

Remote

Senior Level

Valka, a visionary spin-off from the Realms Group, is on a mission to revolutionize the way people create and experience digital content. The role involves designing and optimizing AI video generation models, developing state-of-the-art algorithms, and collaborating on large-scale video datasets to create interactive human-digital platforms.

Artificial Intelligence (AI)eSportsGamblingMachine Learning

Responsibilities

Design, develop, and optimize AI video generation models using diffusion techniques, with a focus on maintaining consistency, realism, and style

Develop and implement state-of-the-art algorithms for generating video content

Work closely with other teams on large-scale video datasets, including human motion and gestures, facial expressions, and scene context

Experiment with cutting-edge diffusion architectures for controllable and high-quality video synthesis

Define robust validation strategies and implement custom evaluation metrics comparing synthetic vs. real gameplay

Stay on the bleeding edge of the relevant literature, e.g., CVPR, NeurIPS, ICML, ICCV, and help to align it with our roadmap

Qualification

PhD in Computer VisionVideo diffusion modelsImage/video synthesis researchReal-time video generationPythonML frameworksNeural architectures understanding

Required

PhD in Computer Vision, Machine Learning, or a closely related field

Hands-on experience with research of video diffusion models

Strong research background in image or video synthesis demonstrated by having publications at top tier conferences such as CVPR, NeurIPS, ICCV, Siggraph, and ICML

Experience with real time video generation is a big plus

Proficiency in Python and ML frameworks such as PyTorch

Solid understanding of neural architectures or paradigms (CNNs, Transformers, diffusion models, autoregressive models etc.)