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Research Associate
3 weeks ago
We are seeking a Research Associate at College of Computing & Data Science (CCDS) to contribute to our project titled “Tamper Detection with Invisible Watermark and Anti-Tampering for Protecting Face or Body Images/Videos”. The focus is on developing and improving algorithms that enhance privacy and security in the AI models.
Key Responsibilities:
- Exploiting deep learning algorithms for improving privacy and security.- Identify the weakness of existing deep learning algorithms for tamper detection and protection of watermarks, face, and body images/videos.- Develop new deep learning algorithms or improve existing algorithms to address the weaknesses.- Prepare codes and datasets for training and testing.- Carry out experiments and analyze the results.- Prepare reports and scientific papers for publication.
Job Requirements:
- Master's degree or above in Computer Science, Data Science, or a related field.- Strong background in deep learning with first-author publications in ECCV, ICCV, CVPR, ICLR, NeurIPS, ACL, EMNLP, or top-ranked IEEE Transactions.- Knowledge of multimodal fusion and computer vision is must.- Experience in algorithm development, data processing, and coding (e.g., Python).- Proven ability to conduct independent research and publish scientific papers and journals.- Excellent problem-solving skills and attention to detail.- Good teamwork skills.- Industrial experience is a plus
Hiring Institution: NTU