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Offer: Research Associate:Job description:Job location: Edinburgh The School of Informatics, University of Edinburgh invites applications for a postdoc to undertake novel research at the intersection of computer vision and machine learning. The candidate will be located in Visual Computing Group (groups.inf.ed.ac.uk/vico)and will be supervised by Dr. Hakan Bilen. There will be many collaborative opportunities both within the school as well as with the University of Oxford and Bristol. The Opportunity: The goal of this project is to develop novel techniques for training deep neural networks efficiently. This will involve generating data for training, sampling informative samples and designing data-efficient architectures for various vision models, and also vision-language models. To apply please include: » A brief statement of research interests (describing how past practice and future plans fit with the advertised position) » Complete CV, including list of publications » The names and email addresses of two references. This post is full-time (35 hours per week), with a fixed term end date of November 2025 with the possibility of extension. We are also open to considering requests for hybrid working (on a non-contractual basis) that combines a mix of remote and regular on-campus working. Your expertise and attributes for success: » PhD degree (or nearing completion) » A strong background in machine learning and/or computer vision » Publications at top venues in CV or/and ML (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML) » Excellent programming expertise in Python, PyTorch, Tensorflow » capability to work independently and manage own academic research and connected activities. » Excellence in written and oral communication, analytical, and time management expertise. Skills:
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