Momenta

视频生成大模型Tech Lead

Momenta  •  Onsite  •  1 month ago
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Job Description

视频生成大模型Tech Lead北京全职互联网 / 电子 / 网游职位描述职位描述
视频生成模型研发:负责面向自动驾驶场景的视频生成大模型的算法设计与优化,探索 Diffusion/Flow Matching 等主流生成范式在驾驶场景视频合成中的应用与改进。
世界模型方向探索:以视频生成能力为基础,研究并构建自动驾驶世界模型,实现对驾驶场景的可控生成、未来帧预测与物理合理性建模,为端到端自动驾驶研发提供数据与仿真支撑。
可控生成与条件建模:研究多种条件控制方式(如轨迹条件、摄像头位姿、地图结构、天气/光照等)下的视频生成方案,提升生成内容的几何一致性、时序连贯性与场景多样性。职位要求基本条件
计算机科学、人工智能、计算机视觉或相关领域硕士及以上学历。
2年以上深度学习/计算机视觉相关研发经验,有视频生成或图像生成大模型方向研发背景。
核心技术要求
深入理解主流视频/图像生成模型架构,熟悉以下一项或多项:
Diffusion Model(DDPM、DDIM、LDM 等)
Flow Matching / Rectified Flow
DiT(Diffusion Transformer) 及其视频扩展
VAE / Tokenizer 在视频压缩与重建中的应用
熟悉视频生成领域主流工作(如 Sora、CogVideo、Open-Sora、SeedAnce、通义万相、Wan 等),对其技术方案有深入理解。 投递
Momenta

About Momenta

We are committed to developing breakthrough artificial intelligence (“AI”) solutions to push beyond the frontier of possibilities today and significantly improve people’s quality of life. We leverage our AI capabilities to develop autonomous driving solutions to enhance safety, convenience, and efficiency of mobility.

We have pioneered a unique scalable path toward full autonomous driving by combining a data-driven approach with iterating algorithms – referred to as our “flywheel approach” - as well as a “two-leg” product strategy focusing on both Mpilot, our mass-production-ready highly autonomous driving solutions, and MSD (Momenta Self-Driving), our driving solution targeting full autonomy.

Contact us:

contact@momenta.ai

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Suzhou City, CN
Year Founded
2016
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