Machine Learning for Signal Processing

We are excited to announce a two-year postdoc position in self-supervised and weakly-supervised learning for signals, e.g. speech, audio, text, and images. While the success of deep learning largely relies on the presence of substantial amounts of labeled data, the prevailing reality often entails the abundance of unlabeled or inadequately labeled data. This project focuses on the development of weakly-supervised and self-supervised learning methods to harness these data resources and gain deeper insights into the underlying mechanisms of these methods.

The Department of Information and Communications Engineering is looking for outstanding

Postdoctoral Researchers in the area of Personalized Online Machine Learning for Wireless Networks

A fully funded PhD position in signal processing and machine learning is available in the DASN group at the School of Electrical and Electroinic Engineering, Nanyang Technological University, Singapore. 

Candidates must fulfil all admission requirements of the PhD programme:

Advanced driver assistance systems are key to enhancing road safety. One of the critical requirements for such systems is to reliably perceive the environment. The state-of-the-art sensors, however, are not ubiquitously deployed in driver assistance systems due to their high cost. On the other hand, simpler low-cost sensing solutions suffer from poor perception. 

About the job

The Department of Electronic Systems (IES) has a vacancy for a Postdoctoral Researcher in statistical machine learning and distributed signal processing with applications in IoT. The successful candidate will be offered a three-year (3 years) appointment.

The research group Digital Mathematics at the Department of Mathematics and Data Science of the Vrije Universitieit Brussel in Belgium is looking for a postdoc in the mathematical foundations for data science (e.g. machine learning, image processing, ...) or post-quantum security. This position requires submitting a project to the Brussels' funding agency Innoviris. More details about the conditions and application procedure at https://we.vub.ac.be/en/dima-digital-mathematics/jobs

This PhD stipend is funded by the Pioneer Centre for Artificial Intelligence’s Collaboratory, Signals and Decoding. The Pioneer Centre for AI is located at the University of Copenhagen, with partners at Aarhus University, Aalborg University, The Technical University of Denmark, and the IT University of Copenhagen. There will be a cohort of PhD students starting during the fall of 2023 across the partner universities.

We are advertising for a two-year Post-Doc position at King’s College London to work with Prof. Osvaldo Simeone and Prof. Bipin Rajendran on AI and neuromorphic computing with applications to wireless communication systems. Of particular interest is the investigation, at fundamental theoretical and algorithmic levels, of digital twin platforms for the design and monitoring of next-generation cellular systems. 

Post-Doc position in multisensory signal processing and machine learning at Aalto University, Finland

We are looking for candidates interested in developing deep learning algorithms for brain-related 2D/3D MRI or microscopy images. Possible topics include image registration, segmentation or the automatic tracking/tracing of neurons in large 3D image data. We also welcome new project proposals related to brain/neuron image data analysis.

Experience in biomedical image analysis is a plus, but not a requirement. This position can be a great opportunity to apply knowledge and expertise from computer vision and/or image processing to new problems in the biomedical field.