Research Scientist in Visual Representation Learning
Il y a 2 mois
We are looking for a research scientist to join the Visual Representation Learning (VRL) team at NAVER LABS Europe.
**What we do**:
The visual representation learning team works toward developing versatile representations which could improve the visual perception modules of robots, self-driving vehicules and other autonomous platforms. Our research also focuses on enhancing such perception modules with the ability to continuously learn as new environments or new interactions are observed.
Recent contributions are related to pretraining strong computer vision models and adapting such models while mitigating catastrophic forgetting. We've recently started creating models that, whilst being tailored to a task or domain, can simultaneously serve multiple purposes. More information about our past research can be found on this page. These contributions are related to self-supervised learning, continual learning, and model distillation, and the person in this position should strengthen these lines of research.
**What we expect**:
A PhD in computer science, electrical engineering, or a related field, with a focus on representation learning, including experience with self-supervised learning, continual learning, incremental learning, or multimodel learning
A track record of research excellence, with contributions to major conferences and journals in computer vision (CVPR, ICCV, ECCV) and/or machine learning (NeurIPS, ICML, ICLR)
Ability to work collaboratively within a multidisciplinary team and to contribute to an inclusive team culture
Excellent programming skills in Python and proficiency in PyTorch
Experience with GPU computing and architectures
A deep understanding and substantial experience in high-performance computing would be a plus
Application instructions
About NAVER LABS
NAVER is the #1 Internet portal in Korea with activities that span a wide range of businesses including search, commerce, content, financial and cloud platforms.
NAVER LABS, co-located in Korea and France, is the organization dedicated to preparing NAVER’s future. NAVER LABS Europe is located in a spectacular setting in Grenoble, in the heart of the French Alps. Scientists at NAVER LABS Europe are empowered to pursue long-term research problems that, if successful, can have significant impact and transform NAVER. We take our ideas as far as research can to create the best technology of its kind. Active participation in the academic community and collaborations with world-class public research groups are, among others, important tools to achieve these goals. Teamwork, focus and persistence are important values for us.
NAVER LABS Europe is an equal opportunity employer.
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