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foundation models, deep machine learning and computer vision. Topics of interest are test-time generalization, embodied grounding, data scarcity and uncertainly modeling. The research is embedded in the VIS
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, natural language processing, and deep learning, will explore how fine-grained supervision signals and a new construction paradigm can improve the faithfulness and interpretability of dense and learned
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. This is no longer wishful thinking. Broad uptake of video-AI for science, for business, and for wellbeing awaits at the horizon, thanks to a decade of phenomenal progress in machine deep learning. However
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PhD Cognitive Neuroscience: "The Influence of Predictions on the Mechanisms of Conscious Perception"
and fMRI) data analyses (e.g., mvpa decoding analyses, network analyses); Preferably experience with computational modelling (e.g., drift diffusion models, deep neural networks, reinforcement learning
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Creative watery methods Anti-disciplinary oceanic scholarship Oceans as Archives Oceans and Imperialism Deep sea mining Bodies of water Oceans and poetics You will design your own independent research
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to incorporate network structures. Graph neural networks (GNNs), a subset of deep learning that leverages graph structures, have shown promising results. However, they fall short in quantifying model uncertainty
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to the dynamic and increasingly vital area of renewable energy markets. As a PhD candidate in our group, you will dive deep into the complexities of financial mathematics, developing and refining models and
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Software-defined and programmable networking is a key enabling technology to support 6G in achieving their promises of increased scalability and flexibility at a lower cost. Deep network
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Software-defined and programmable networking is a key enabling technology to support 6G in achieving their promises of increased scalability and flexibility at a lower cost. Deep network
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Software-defined and programmable networking is a key enabling technology to support 5G and beyond networks in achieving their promises of increased scalability and flexibility at a lower cost. Deep