Requirements:
1. Major in Machine Learning, Computer Vision, Computer Graphics, or related fields, currently pursuing a Master's degree or higher;
2. Proficient in deep learning frameworks such as PyTorch, with the ability to use programming languages like Python or C++;
3. Some project experience in image/video generation, familiar with frameworks such as Stable Diffusion, SVD, and DiT;
4. Familiar with Point Cloud and Occupancy data processing;
5. Knowledge of fine-tuning strategies for generative models like LoRA and ControlNet;
6. Prior experience in the autonomous driving field is preferred;
7. Publication in relevant top-tier conferences is a plus.
Preferred Qualifications:
1. In-depth understanding of video generation work in the autonomous driving domain, including DriveDreamer, DriveArena, MagicDrive, and UniScenes;
2. Strong interest in technological innovation and self-learning abilities.
岗位要求:
1. 机器学习/计算机视觉/计算机图形学等相关专业,硕士及以上在读,
2. 熟练掌握 PyTorch等深度学习框架,能够使用 Python或 C++等编程语言;
3. 在图像生成/视频生成领域有一定项目基础,熟悉Stable Diffusion,SVD,DiT等生成框架;
4. 熟悉Point Cloud,Occ数据处理;
5. 熟悉LoRA,ControlNet等生成模型的finetune策略;
7. 对自动驾驶领域有相关项目经验者优先。
8. 有相关顶会论文者优先