Machine Learning Intern
3 days ago
Your tasks
The project's primary goal is to explore Deep Generative Modelling through Diffusion Models by:
- Conducting an in-depth review and analysis of the latest research and developments in Diffusion Models, gaining insights into their strengths and limitations.
- Implementing and experimenting with state-of-the-art Diffusion Models on diverse datasets to explore their potential in generating highly realistic and diverse data.
- Proposing and developing innovative techniques or modifications to existing models, optimizing the data synthesis process for efficiency and accuracy.
- Conducting rigorous evaluation and comparison of the proposed enhancements, contributing valuable insights to the advancement of generative modelling research
**Profile**:
**Requirements**:
- Technical Skills: Proficiency in Python and basic familiarity with popular deep learning frameworks (e.g., TensorFlow, PyTorch) is required. While prior experience with generative modelling techniques is a plus, a willingness to learn and explore new concepts is highly valued.
- Research Aptitude: Demonstrated curiosity and interest in exploring research topics related to generative modelling and machine learning. Basic understanding of conducting literature reviews and the ability to grasp and analyze research papers in the field.
- Programming Experience: Experience with implementing machine learning models on simple datasets or projects. Prior contributions to self-motivated coding projects are highly valued.
- Team Player: Strong willingness to collaborate and work effectively within a team-based environment. Openness to learning from experienced professionals and contributing to group projects.
- Motivation: A genuine passion for artificial intelligence, machine learning, and generative modelling. Enthusiasm for staying updated with the latest advancements in the field
**Offer**:
***
**Keyfacts**:
Job ID
**REF46831S**
Field of work
**Engineering**
Location
**Singapore**
- Legal Entity
- **Continental Automotive Singapore Pte. Ltd.
-
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