Nanyang Technological University | Research Associate
2 days ago
Research Associate (Computer Science/Engineering) page is loaded
Research Associate (Computer Science/Engineering)
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locations
NTU Main Campus, Singapore
time type
Full time
posted on
Posted 2 Days Ago
job requisition id
R00016744
The School of Computer Science and Engineering (SCSE) is seeking a dedicated Research Associate in Computer Science and Engineering with a focus on advancing the fields of diffusion models and machine generalization.
This role requires a passion for innovation, the ability to work effectively in a collaborative environment, and a commitment to contributing to groundbreaking discoveries in computer science and engineering.
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.
Job Requirements:
Master's degree in computer science/engineering
Experienced in PyTorch or Tensorflow
Relevant publication regarding machine generalization or diffusion model is preferred.
Proficient in programming languages and frameworks relevant to machine learning, specifically Python and PyTorch.
Demonstrated publication record in top-tier conferences such as NeurIPS, ICML, CVPR, or similar.
Proven experience in designing, implementing, and evaluating algorithms and models, particularly in diffusion models and machine generalization.
Strong analytical and problem-solving skills, with a solid foundation in mathematics and statistics.
Ability to work independently and collaboratively in a research environment, with excellent communication skills for presenting research findings.
Strong background in machine learning, deep learning, or a related field, and exhibit a proven track record of research excellence and publication in reputable venues
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
About Us
NTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment & Water Research Institute (NEWRI) and Energy Research Institute @ NTU ( ).
Ranked amongst the world’s top universities by QS, NTU has also been named the world’s top young university for the past seven years. The University’s main campus is frequently listed among the Top 15 most beautiful university campuses in the world and has 57 Green Mark-certified (equivalent to LEED-certified) buildings, of which 95% are certified Green Mark Platinum. Apart from its main campus, NTU also has a campus in Novena, Singapore’s healthcare district.
Under the NTU Smart Campus vision, the University harnesses the power of digital technology and tech-enabled solutions to support better learning and living experiences, the discovery of new knowledge, and the sustainability of resources.
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