A fully funded PhD position is available at Université Paris Cité and GoPro Research Paris, focusing on cutting-edge research in blind image and video deblurring. The successful candidate will work on improving state-of-the-art techniques using deep learning, diffusion models, and advanced mathematical methods. This research aims to address real-world challenges in image restoration, enhancing both the quality and computational efficiency of deblurring methods.
SCHOLARSHIP AT A GLANCE:
| Category | Details |
|---|---|
| PhD Focus Area | Blind Image and Video Deblurring using deep learning, diffusion models, and advanced mathematical methods. |
| Institutions | Université Paris Cité and GoPro Research Paris |
| Research Objectives | – Improve state-of-the-art deblurring techniques. – Address real-world challenges in image restoration. – Enhance quality and computational efficiency. |
| Eligibility | – Master’s degree in Applied Mathematics, Computer Science, Electrical Engineering, or related field. – Strong programming skills (Python, NumPy, PyTorch, etc.) |
| Preferred Qualifications | – Background in Computational Imaging, Image Restoration, Variational Methods, and Bayesian Methods for Inverse Problems. – Proficiency in English or French. |
| Skills Required | – Deep learning, Scientific Computing – Strong communication and interpersonal skills. |
| PhD Project Involvement | – Research in diffusion models, latent space acceleration, spatially varying blur. – Develop self-supervised training methods. – Collaboration with a global team. |
| Application Components | – Curriculum Vitae (CV) – Motivation Letter – M1 and M2 academic transcripts – 1-2 academic references (recommendation letters if available) |
| Application Submission | Online form (specific link to be provided by the university) |
| Language Requirements | Proficiency in English or French (written and spoken) |
Facts about Université Paris Cité
- A Fusion of History and Innovation: Université Paris Cité is not just another university—it’s the embodiment of centuries of academic excellence. Formed by merging Paris Descartes and Paris Diderot Universities, it carries forward the legacy of institutions that have shaped the world’s intellectual landscape for over 800 years.
- Home to Cutting-Edge Research: Imagine working on projects that push the boundaries of what’s possible. Université Paris Cité is renowned for its pioneering research, particularly in artificial intelligence, image processing, and advanced mathematics. Collaborating with leading institutions like GoPro Research Paris, students here are at the forefront of technological revolutions.
- Epicenter of Global Collaboration: Situated in the heart of Paris, the university attracts top minds from across the globe. Students and researchers benefit from an unparalleled network of international partnerships, enabling groundbreaking cross-border collaborations that influence academia and industry alike.
- A Powerhouse in Deep Learning: Université Paris Cité is a key player in the deep learning revolution, particularly in the field of image and video deblurring. Here, you won’t just learn about the latest techniques—you’ll contribute to them, improving methods that have real-world applications, from photography to security.
- Championing Real-World Impact: The university is dedicated to addressing real-world challenges, whether it’s improving image restoration techniques or enhancing computational efficiency. Research conducted here isn’t just theoretical—it’s designed to have a tangible impact, making technology faster, smarter, and more accessible.
- An Unrivaled Intellectual Atmosphere: Studying at Université Paris Cité means immersing yourself in a vibrant intellectual environment. With access to world-class libraries, state-of-the-art labs, and a thriving academic community, you’ll be inspired to push your own limits and think beyond conventional boundaries.
- A City of Inspiration: Paris isn’t just a backdrop—it’s a source of endless inspiration. From its historic streets to cutting-edge tech hubs, the city offers a unique blend of old and new, making it the perfect place to study and innovate.
- Shaping the Future of Technology: At Université Paris Cité, you’re not just a student—you’re a pioneer. The research conducted here is setting new standards in fields like AI and image processing, ensuring that graduates are not only knowledgeable but also influential in the tech landscape.
- A Legacy of Excellence: Université Paris Cité stands on the shoulders of giants. With Nobel laureates, field medalists, and pioneers in various disciplines among its alumni, the university is a breeding ground for future leaders in science, technology, and beyond.
- A Gateway to a Global Career: Graduating from Université Paris Cité opens doors to prestigious career opportunities worldwide. With its strong connections to industry leaders and research institutions, you’ll be well-positioned to take on high-impact roles, wherever your career takes you.
Eligibility For 2024 Scholarship in Image/Video Deblurring, Université Paris Cité
Candidates should hold a Master’s degree in Applied Mathematics, Computer Science, Electrical Engineering, or a closely related field. Strong programming skills in deep learning and scientific computing (e.g., Python, NumPy, PyTorch, TensorFlow, JAX) are essential. Additional qualifications include:
- Solid background in Computational Imaging, Image Restoration, Variational Methods in Imaging, and Bayesian Methods for Inverse Problems.
- Proficiency in English or French (both written and spoken).
- Strong communication and interpersonal skills.
Description For 2024 Scholarship in Image/Video Deblurring, Université Paris Cité
The selected PhD candidate will engage in advanced research to improve current methodologies in blind image and video deblurring. The project involves exploring diffusion models, latent space acceleration, spatially varying blur, and joint blur-prediction/deblurring architectures. The research will also include developing self-supervised training methods to enhance model performance in diverse and challenging conditions. The candidate will collaborate with an international team, contributing to both academic and industrial advancements in image restoration technologies.
How To Apply For 2024 Scholarship in Image/Video Deblurring, Université Paris Cité
Interested candidates should apply through the following online form. Applications must include:
- A Curriculum Vitae (CV)
- A Motivation Letter
- M1 and M2 academic transcripts
- One or two academic references (with recommendation letters if available)