Student Researcher; Seed Vision – Long-Range Video Generation PhD

Join us as we work together to inspire creativity and enrich life around the globe.

Location:

San Jose

Team:

Technology

Employment Type:

Intern

Job Code:

A161019

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About the team The Seed Vision Team focuses on foundational models for visual generation, developing multimodal generative models, and carrying out leading research and application development to solve fundamental computer vision challenges in GenAI. Researching and developing foundational models for visual generation (images and videos), ensuring high interactivity and cont rollability in visual generation, understanding patterns in videos, and exploring various visual-oriented tasks based on generative foundational models.

• Develop scalable architectures for long-range video generation with consistent motion, identity, and layout.
• Explore hierarchical or recurrent latent structures to support generation across long temporal spans.
• Address challenges in temporal drift, motion collapse, and high-frequency detail retention.
• Investigate autoregressive or chunked generation strategies that balance quality and memory.
• Design evaluation protocols for long video quality (e.g., realism, consistency, semantic continuity).

• Currently pursuing a PhD in Computer Vision, Machine Learning, or a related field.
• Research experience in generative modeling, especially for video, motion, or temporal sequences.
• First-author publications in CVPR, ICCV, ECCV, NeurIPS, ICLR, or ICML.
• Proficiency in deep learning frameworks and experience with large-scale video datasets.

• Experience with diffusion or transformer-based video models, or long-context sequence generation.
• Familiarity with long-form video datasets.
• Understanding of perceptual metrics and user-study-based video evaluation.

As a condition of employment, all successful candidates must be able to establish authorization to work in the United States. For this position, the Company does not provide sponsorship or any immigration-related benefits.

Established in 2023, the Byte Dance Seed team is dedicated to pioneering new paths toward artificial general intelligence. We aspire to advance the frontier of intelligence to drive progress for both technology and society.

With a long-term vision for the AI sector, the Seed team's research spans MLLM, Gen Media, AI for Science, and Robotics. We maintain a global presence with laboratories and career opportunities across China, Singapore, and the United States. To date, we have launched industry-leading general foundation models and cutting-edge multimodal capabilities. Our technology powers over 50 application scenarios — including Doubao, Jimeng, TRAE, Dola and Dreamnia — and serves enterprise customers through Volcano Engine and Byte Plus.

Third-party data shows that the Doubao App ranks first in user volume in the Chinese market, while Doubao foundation models lead the industry in average daily token consumption.

Inspiring creativity is at the core of Byte Dance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As Byte Dancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

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