Machine Learning Research Expert for Advanced Generalization
1 month ago
About the Role:
NTU is seeking a highly skilled Research Associate in Computer Science and Engineering to join our team. As a Research Associate, you will play a crucial role in advancing the fields of diffusion models and machine generalization.
About the Position:
- We are looking for an individual with a Master's degree in computer science or engineering, experienced in PyTorch or Tensorflow, and a strong background in machine learning and deep learning.
- The ideal candidate will have relevant publication experience regarding machine generalization or diffusion models and be proficient in programming languages and frameworks relevant to machine learning.
- Strong analytical and problem-solving skills, with a solid foundation in mathematics and statistics, are essential for this role.
- You should also have excellent communication skills for presenting research findings and be able to work independently and collaboratively in a research environment.
Key Responsibilities:
- Collaborate closely with the Principal Investigator (PI) to design, implement, and analyze novel research projects.
- Conduct high-quality research, developing new algorithms and models, and publishing findings in top-tier conferences.
- Formulate the machine generalization problem in light of recent advancements in foundation models.
- Design algorithms that improve diffusion model generalizations.
- Collect or consolidate data to validate the designed algorithm.
- Communicate research outcomes through papers or presentations.
Hiring Institution: NTU
Estimated Salary: $90,000 - $110,000 per annum, depending on qualifications and experience.
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