CARIZON

vla算法实习生

CARIZON  •  Onsite  •  3 hours ago
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Job Description

vla算法实习生
北京
社招
实习
互联网 / 电子 / 网游
职位描述
工作内容
参与VLA模型研发,包括多模态大模型、diffusion model的开发与训练
完善对训练数据的需求,验证数据数量、质量和分布对模型效果的影响
推动闭环仿真评测体系建设,分析各种badcase并推动模型迭代
优化VLA模型推理延迟,包括gpu和车端芯片
探索world model与VLA结合的设计方案,并带来效果提升
探索基于闭环仿真的 RL 后训练在轨迹生成上的应用
职位要求
基本要求
硕士/博士在读,计算机、自动化、机器人等相关专业
扎实的 Python 与 PyTorch 工程能力,能独立完成模型训练与实验分析
熟悉深度学习基础,了解 Transformer 架构与多模态模型基本原理
良好的代码习惯与沟通能力,有 owner 意识,能独立推进一个子课题
加分项(满足其一即可)
熟悉vlm / flow matching的原理,了解diffusion的加速采样技术
了解端到端自动驾驶相关工作
有 VLA / world model /具身智能相关经验
有 RLHF/RL 后训练实践经验,熟悉 CARLA 等闭环仿真环境
在 CVPR/ICCV/ECCV/NeurIPS/ICRA/CoRL 等会议发表过相关论文
投递
CARIZON

About CARIZON

CARIZON is a joint-venture company co-founded by CARIAD, the

Volkswagen Group's software competence center, and Horizon Robotics,

leading provider of smart driving solutions for passenger vehicles. It was

officially inaugurated in November 2023.

CARIZON integrates hardware and software technology capabilities to develop industry-leading, highly optimized and full-stack ADAS/AD solutions for Volkswagen Group.

Currently, CARIZON's R&D center are located in Beijing and Shanghai, with more than 600 experts.

As a cornerstone of Volkswagen Group's "In China, for China" strategy

CARIZON leverages the Group's comprehensive localized R&D ecosystem and deep collaboration with strategic partners to persistently develop cutting edge combined driving assistance solutions tailored to Chinese customers needs.

Industry
Automotive & Mobility
Company Size
1-10 employees
Headquarters
Unknown
Year Founded
Unknown
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