PhD: Controllable Synthetic Video for Visual Learning

3IA Côte d'Azur; France; Sur place; EUR 25 000 - 35 000; Plein temps

Résumé du poste

3IA Côte d'Azur is seeking a motivated PhD candidate to work on synthetic video generation for automated visual learning. The research will focus on controllable video generation, learning from synthetic data, and detection of deepfakes.

The ideal candidate holds a Master’s degree in a related field and possesses strong skills in machine learning, deep learning, and Python. To apply, please email a complete application to Antitza Dantcheva, mentioning “3IA Ph.D. position” in the subject line.

Qualifications

• Strong background in machine learning and deep learning required.
• Experience in Python and deep learning frameworks (PyTorch preferred).
• Experience in diffusion models, transformers, or video understanding is a plus.

Responsabilités

• Develop generative models for realistic human-centric videos.
• Integrate synthetic data into training processes.
• Investigate generation and detection of deepfakes.

Connaissances

Machine Learning

Deep Learning

Python

PyTorch

Diffusion Models

Transformers

Video Understanding

Formation

Master’s degree in Computer Science, Artificial Intelligence, or Applied Mathematics

Description du poste

3IA Côte d'Azur is seeking a motivated PhD candidate to work on synthetic video generation for automated visual learning. The research will focus on controllable video generation, learning from synthetic data, and detection of deepfakes.

The ideal candidate holds a Master’s degree in a related field and possesses strong skills in machine learning, deep learning, and Python. To apply, please email a complete application to Antitza Dantcheva, mentioning “3IA Ph.D. position” in the subject line.