Company:Qualcomm Korea YHEngineering Group, Engineering Group > Machine Learning EngineeringWe are making AI technology be around us at edge devices, attend and assist people and learn from interaction without many labels, together with other devices in a federated way. We are based in Seoul and work together with our other team members in San Diego, Amsterdam, and Beijing.We are looking for the deep-learning researchers interested in developing new theories and algorithms on the following areas:Speech recognition/Speaker recognitionSpeech generationMulti-modal context awareAnomaly detectionLife-long learningFew-shot learningUnsupervised / semi-supervised / self-supervised learningFederated learningMeta-Learning: few-shot learningDomain adaptation / knowledge transferDeep generative modelsRepresentation learningAdversarial attacks, examplesMinimum QualificationsPython ProgrammingDeep learning with hands-on experience of deep learning tools, e.g. PyTorchBasic knowledge and development experience on machine learning and signal processing
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